AWS SDK for PHP 3.x

Client: Aws\Comprehend\ComprehendClient

Service ID: comprehend

Version: 2017-11-27

This page describes the parameters and results for the operations of the Amazon Comprehend (2017-11-27), and shows how to use the Aws\Comprehend\ComprehendClient object to call the described operations. This documentation is specific to the 2017-11-27 API version of the service.

Operation Summary

Each of the following operations can be created from a client using $client->getCommand('CommandName'), where "CommandName" is the name of one of the following operations. Note: a command is a value that encapsulates an operation and the parameters used to create an HTTP request.

You can also create and send a command immediately using the magic methods available on a client object: $client->commandName(/* parameters */). You can send the command asynchronously (returning a promise) by appending the word "Async" to the operation name: $client->commandNameAsync(/* parameters */).

BatchDetectDominantLanguage ( array $params = [] )
Determines the dominant language of the input text for a batch of documents.
BatchDetectEntities ( array $params = [] )
Inspects the text of a batch of documents for named entities and returns information about them.
BatchDetectKeyPhrases ( array $params = [] )
Detects the key noun phrases found in a batch of documents.
BatchDetectSentiment ( array $params = [] )
Inspects a batch of documents and returns an inference of the prevailing sentiment, POSITIVE, NEUTRAL, MIXED, or NEGATIVE, in each one.
BatchDetectSyntax ( array $params = [] )
Inspects the text of a batch of documents for the syntax and part of speech of the words in the document and returns information about them.
DescribeDominantLanguageDetectionJob ( array $params = [] )
Gets the properties associated with a dominant language detection job.
DescribeEntitiesDetectionJob ( array $params = [] )
Gets the properties associated with an entities detection job.
DescribeKeyPhrasesDetectionJob ( array $params = [] )
Gets the properties associated with a key phrases detection job.
DescribeSentimentDetectionJob ( array $params = [] )
Gets the properties associated with a sentiment detection job.
DescribeTopicsDetectionJob ( array $params = [] )
Gets the properties associated with a topic detection job.
DetectDominantLanguage ( array $params = [] )
Determines the dominant language of the input text.
DetectEntities ( array $params = [] )
Inspects text for named entities, and returns information about them.
DetectKeyPhrases ( array $params = [] )
Detects the key noun phrases found in the text.
DetectSentiment ( array $params = [] )
Inspects text and returns an inference of the prevailing sentiment (POSITIVE, NEUTRAL, MIXED, or NEGATIVE).
DetectSyntax ( array $params = [] )
Inspects text for syntax and the part of speech of words in the document.
ListDominantLanguageDetectionJobs ( array $params = [] )
Gets a list of the dominant language detection jobs that you have submitted.
ListEntitiesDetectionJobs ( array $params = [] )
Gets a list of the entity detection jobs that you have submitted.
ListKeyPhrasesDetectionJobs ( array $params = [] )
Get a list of key phrase detection jobs that you have submitted.
ListSentimentDetectionJobs ( array $params = [] )
Gets a list of sentiment detection jobs that you have submitted.
ListTopicsDetectionJobs ( array $params = [] )
Gets a list of the topic detection jobs that you have submitted.
StartDominantLanguageDetectionJob ( array $params = [] )
Starts an asynchronous dominant language detection job for a collection of documents.
StartEntitiesDetectionJob ( array $params = [] )
Starts an asynchronous entity detection job for a collection of documents.
StartKeyPhrasesDetectionJob ( array $params = [] )
Starts an asynchronous key phrase detection job for a collection of documents.
StartSentimentDetectionJob ( array $params = [] )
Starts an asynchronous sentiment detection job for a collection of documents.
StartTopicsDetectionJob ( array $params = [] )
Starts an asynchronous topic detection job.
StopDominantLanguageDetectionJob ( array $params = [] )
Stops a dominant language detection job in progress.
StopEntitiesDetectionJob ( array $params = [] )
Stops an entities detection job in progress.
StopKeyPhrasesDetectionJob ( array $params = [] )
Stops a key phrases detection job in progress.
StopSentimentDetectionJob ( array $params = [] )
Stops a sentiment detection job in progress.

Paginators

Paginators handle automatically iterating over paginated API results. Paginators are associated with specific API operations, and they accept the parameters that the corresponding API operation accepts. You can get a paginator from a client class using getPaginator($paginatorName, $operationParameters). This client supports the following paginators:

ListDominantLanguageDetectionJobs
ListEntitiesDetectionJobs
ListKeyPhrasesDetectionJobs
ListSentimentDetectionJobs
ListTopicsDetectionJobs

Operations

BatchDetectDominantLanguage

$result = $client->batchDetectDominantLanguage([/* ... */]);
$promise = $client->batchDetectDominantLanguageAsync([/* ... */]);

Determines the dominant language of the input text for a batch of documents. For a list of languages that Amazon Comprehend can detect, see Amazon Comprehend Supported Languages.

Parameter Syntax

$result = $client->batchDetectDominantLanguage([
    'TextList' => ['<string>', ...], // REQUIRED
]);

Parameter Details

Members

TextList

Type: Array of strings

A list containing the text of the input documents. The list can contain a maximum of 25 documents. Each document should contain at least 20 characters and must contain fewer than 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'ErrorList' => [
        [
            'ErrorCode' => '<string>',
            'ErrorMessage' => '<string>',
            'Index' => <integer>,
        ],
        // ...
    ],
    'ResultList' => [
        [
            'Index' => <integer>,
            'Languages' => [
                [
                    'LanguageCode' => '<string>',
                    'Score' => <float>,
                ],
                // ...
            ],
        ],
        // ...
    ],
]

Result Details

Members

ErrorList

Type: Array of BatchItemError structures

A list containing one object for each document that contained an error. The results are sorted in ascending order by the Index field and match the order of the documents in the input list. If there are no errors in the batch, the ErrorList is empty.

ResultList

Type: Array of BatchDetectDominantLanguageItemResult structures

A list of objects containing the results of the operation. The results are sorted in ascending order by the Index field and match the order of the documents in the input list. If all of the documents contain an error, the ResultList is empty.

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
BatchSizeLimitExceededException:
The number of documents in the request exceeds the limit of 25. Try your request again with fewer documents.
InternalServerException:
An internal server error occurred. Retry your request.

BatchDetectEntities

$result = $client->batchDetectEntities([/* ... */]);
$promise = $client->batchDetectEntitiesAsync([/* ... */]);

Inspects the text of a batch of documents for named entities and returns information about them. For more information about named entities, see how-entities

Parameter Syntax

$result = $client->batchDetectEntities([
    'LanguageCode' => 'en|es', // REQUIRED
    'TextList' => ['<string>', ...], // REQUIRED
]);

Parameter Details

Members

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

TextList

Type: Array of strings

A list containing the text of the input documents. The list can contain a maximum of 25 documents. Each document must contain fewer than 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'ErrorList' => [
        [
            'ErrorCode' => '<string>',
            'ErrorMessage' => '<string>',
            'Index' => <integer>,
        ],
        // ...
    ],
    'ResultList' => [
        [
            'Entities' => [
                [
                    'BeginOffset' => <integer>,
                    'EndOffset' => <integer>,
                    'Score' => <float>,
                    'Text' => '<string>',
                    'Type' => 'PERSON|LOCATION|ORGANIZATION|COMMERCIAL_ITEM|EVENT|DATE|QUANTITY|TITLE|OTHER',
                ],
                // ...
            ],
            'Index' => <integer>,
        ],
        // ...
    ],
]

Result Details

Members

ErrorList

Type: Array of BatchItemError structures

ResultList

Type: Array of BatchDetectEntitiesItemResult structures

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
UnsupportedLanguageException:
Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages
BatchSizeLimitExceededException:
The number of documents in the request exceeds the limit of 25. Try your request again with fewer documents.
InternalServerException:
An internal server error occurred. Retry your request.

BatchDetectKeyPhrases

$result = $client->batchDetectKeyPhrases([/* ... */]);
$promise = $client->batchDetectKeyPhrasesAsync([/* ... */]);

Detects the key noun phrases found in a batch of documents.

Parameter Syntax

$result = $client->batchDetectKeyPhrases([
    'LanguageCode' => 'en|es', // REQUIRED
    'TextList' => ['<string>', ...], // REQUIRED
]);

Parameter Details

Members

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

TextList

Type: Array of strings

A list containing the text of the input documents. The list can contain a maximum of 25 documents. Each document must contain fewer that 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'ErrorList' => [
        [
            'ErrorCode' => '<string>',
            'ErrorMessage' => '<string>',
            'Index' => <integer>,
        ],
        // ...
    ],
    'ResultList' => [
        [
            'Index' => <integer>,
            'KeyPhrases' => [
                [
                    'BeginOffset' => <integer>,
                    'EndOffset' => <integer>,
                    'Score' => <float>,
                    'Text' => '<string>',
                ],
                // ...
            ],
        ],
        // ...
    ],
]

Result Details

Members

ErrorList

Type: Array of BatchItemError structures

ResultList

Type: Array of BatchDetectKeyPhrasesItemResult structures

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
UnsupportedLanguageException:
Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages
BatchSizeLimitExceededException:
The number of documents in the request exceeds the limit of 25. Try your request again with fewer documents.
InternalServerException:
An internal server error occurred. Retry your request.

BatchDetectSentiment

$result = $client->batchDetectSentiment([/* ... */]);
$promise = $client->batchDetectSentimentAsync([/* ... */]);

Inspects a batch of documents and returns an inference of the prevailing sentiment, POSITIVE, NEUTRAL, MIXED, or NEGATIVE, in each one.

Parameter Syntax

$result = $client->batchDetectSentiment([
    'LanguageCode' => 'en|es', // REQUIRED
    'TextList' => ['<string>', ...], // REQUIRED
]);

Parameter Details

Members

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

TextList

Type: Array of strings

A list containing the text of the input documents. The list can contain a maximum of 25 documents. Each document must contain fewer that 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'ErrorList' => [
        [
            'ErrorCode' => '<string>',
            'ErrorMessage' => '<string>',
            'Index' => <integer>,
        ],
        // ...
    ],
    'ResultList' => [
        [
            'Index' => <integer>,
            'Sentiment' => 'POSITIVE|NEGATIVE|NEUTRAL|MIXED',
            'SentimentScore' => [
                'Mixed' => <float>,
                'Negative' => <float>,
                'Neutral' => <float>,
                'Positive' => <float>,
            ],
        ],
        // ...
    ],
]

Result Details

Members

ErrorList

Type: Array of BatchItemError structures

ResultList

Type: Array of BatchDetectSentimentItemResult structures

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
UnsupportedLanguageException:
Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages
BatchSizeLimitExceededException:
The number of documents in the request exceeds the limit of 25. Try your request again with fewer documents.
InternalServerException:
An internal server error occurred. Retry your request.

BatchDetectSyntax

$result = $client->batchDetectSyntax([/* ... */]);
$promise = $client->batchDetectSyntaxAsync([/* ... */]);

Inspects the text of a batch of documents for the syntax and part of speech of the words in the document and returns information about them. For more information, see how-syntax.

Parameter Syntax

$result = $client->batchDetectSyntax([
    'LanguageCode' => 'en', // REQUIRED
    'TextList' => ['<string>', ...], // REQUIRED
]);

Parameter Details

Members

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

TextList

Type: Array of strings

A list containing the text of the input documents. The list can contain a maximum of 25 documents. Each document must contain fewer that 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'ErrorList' => [
        [
            'ErrorCode' => '<string>',
            'ErrorMessage' => '<string>',
            'Index' => <integer>,
        ],
        // ...
    ],
    'ResultList' => [
        [
            'Index' => <integer>,
            'SyntaxTokens' => [
                [
                    'BeginOffset' => <integer>,
                    'EndOffset' => <integer>,
                    'PartOfSpeech' => [
                        'Score' => <float>,
                        'Tag' => 'ADJ|ADP|ADV|AUX|CONJ|DET|INTJ|NOUN|NUM|O|PART|PRON|PROPN|PUNCT|SCONJ|SYM|VERB',
                    ],
                    'Text' => '<string>',
                    'TokenId' => <integer>,
                ],
                // ...
            ],
        ],
        // ...
    ],
]

Result Details

Members

ErrorList

Type: Array of BatchItemError structures

ResultList

Type: Array of BatchDetectSyntaxItemResult structures

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
UnsupportedLanguageException:
Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages
BatchSizeLimitExceededException:
The number of documents in the request exceeds the limit of 25. Try your request again with fewer documents.
InternalServerException:
An internal server error occurred. Retry your request.

DescribeDominantLanguageDetectionJob

$result = $client->describeDominantLanguageDetectionJob([/* ... */]);
$promise = $client->describeDominantLanguageDetectionJobAsync([/* ... */]);

Gets the properties associated with a dominant language detection job. Use this operation to get the status of a detection job.

Parameter Syntax

$result = $client->describeDominantLanguageDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.

Result Syntax

[
    'DominantLanguageDetectionJobProperties' => [
        'DataAccessRoleArn' => '<string>',
        'EndTime' => <DateTime>,
        'InputDataConfig' => [
            'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
            'S3Uri' => '<string>',
        ],
        'JobId' => '<string>',
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'Message' => '<string>',
        'OutputDataConfig' => [
            'S3Uri' => '<string>',
        ],
        'SubmitTime' => <DateTime>,
    ],
]

Result Details

Members

DominantLanguageDetectionJobProperties

Type: DominantLanguageDetectionJobProperties structure

An object that contains the properties associated with a dominant language detection job.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

DescribeEntitiesDetectionJob

$result = $client->describeEntitiesDetectionJob([/* ... */]);
$promise = $client->describeEntitiesDetectionJobAsync([/* ... */]);

Gets the properties associated with an entities detection job. Use this operation to get the status of a detection job.

Parameter Syntax

$result = $client->describeEntitiesDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.

Result Syntax

[
    'EntitiesDetectionJobProperties' => [
        'DataAccessRoleArn' => '<string>',
        'EndTime' => <DateTime>,
        'InputDataConfig' => [
            'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
            'S3Uri' => '<string>',
        ],
        'JobId' => '<string>',
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'LanguageCode' => 'en|es',
        'Message' => '<string>',
        'OutputDataConfig' => [
            'S3Uri' => '<string>',
        ],
        'SubmitTime' => <DateTime>,
    ],
]

Result Details

Members

EntitiesDetectionJobProperties

Type: EntitiesDetectionJobProperties structure

An object that contains the properties associated with an entities detection job.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

DescribeKeyPhrasesDetectionJob

$result = $client->describeKeyPhrasesDetectionJob([/* ... */]);
$promise = $client->describeKeyPhrasesDetectionJobAsync([/* ... */]);

Gets the properties associated with a key phrases detection job. Use this operation to get the status of a detection job.

Parameter Syntax

$result = $client->describeKeyPhrasesDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.

Result Syntax

[
    'KeyPhrasesDetectionJobProperties' => [
        'DataAccessRoleArn' => '<string>',
        'EndTime' => <DateTime>,
        'InputDataConfig' => [
            'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
            'S3Uri' => '<string>',
        ],
        'JobId' => '<string>',
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'LanguageCode' => 'en|es',
        'Message' => '<string>',
        'OutputDataConfig' => [
            'S3Uri' => '<string>',
        ],
        'SubmitTime' => <DateTime>,
    ],
]

Result Details

Members

KeyPhrasesDetectionJobProperties

Type: KeyPhrasesDetectionJobProperties structure

An object that contains the properties associated with a key phrases detection job.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

DescribeSentimentDetectionJob

$result = $client->describeSentimentDetectionJob([/* ... */]);
$promise = $client->describeSentimentDetectionJobAsync([/* ... */]);

Gets the properties associated with a sentiment detection job. Use this operation to get the status of a detection job.

Parameter Syntax

$result = $client->describeSentimentDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.

Result Syntax

[
    'SentimentDetectionJobProperties' => [
        'DataAccessRoleArn' => '<string>',
        'EndTime' => <DateTime>,
        'InputDataConfig' => [
            'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
            'S3Uri' => '<string>',
        ],
        'JobId' => '<string>',
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'LanguageCode' => 'en|es',
        'Message' => '<string>',
        'OutputDataConfig' => [
            'S3Uri' => '<string>',
        ],
        'SubmitTime' => <DateTime>,
    ],
]

Result Details

Members

SentimentDetectionJobProperties

Type: SentimentDetectionJobProperties structure

An object that contains the properties associated with a sentiment detection job.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

DescribeTopicsDetectionJob

$result = $client->describeTopicsDetectionJob([/* ... */]);
$promise = $client->describeTopicsDetectionJobAsync([/* ... */]);

Gets the properties associated with a topic detection job. Use this operation to get the status of a detection job.

Parameter Syntax

$result = $client->describeTopicsDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier assigned by the user to the detection job.

Result Syntax

[
    'TopicsDetectionJobProperties' => [
        'EndTime' => <DateTime>,
        'InputDataConfig' => [
            'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
            'S3Uri' => '<string>',
        ],
        'JobId' => '<string>',
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'Message' => '<string>',
        'NumberOfTopics' => <integer>,
        'OutputDataConfig' => [
            'S3Uri' => '<string>',
        ],
        'SubmitTime' => <DateTime>,
    ],
]

Result Details

Members

TopicsDetectionJobProperties

Type: TopicsDetectionJobProperties structure

The list of properties for the requested job.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

DetectDominantLanguage

$result = $client->detectDominantLanguage([/* ... */]);
$promise = $client->detectDominantLanguageAsync([/* ... */]);

Determines the dominant language of the input text. For a list of languages that Amazon Comprehend can detect, see Amazon Comprehend Supported Languages.

Parameter Syntax

$result = $client->detectDominantLanguage([
    'Text' => '<string>', // REQUIRED
]);

Parameter Details

Members

Text

Type: string

A UTF-8 text string. Each string should contain at least 20 characters and must contain fewer that 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'Languages' => [
        [
            'LanguageCode' => '<string>',
            'Score' => <float>,
        ],
        // ...
    ],
]

Result Details

Members

Languages

Type: Array of DominantLanguage structures

The languages that Amazon Comprehend detected in the input text. For each language, the response returns the RFC 5646 language code and the level of confidence that Amazon Comprehend has in the accuracy of its inference. For more information about RFC 5646, see Tags for Identifying Languages on the IETF Tools web site.

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
InternalServerException:
An internal server error occurred. Retry your request.

DetectEntities

$result = $client->detectEntities([/* ... */]);
$promise = $client->detectEntitiesAsync([/* ... */]);

Inspects text for named entities, and returns information about them. For more information, about named entities, see how-entities.

Parameter Syntax

$result = $client->detectEntities([
    'LanguageCode' => 'en|es', // REQUIRED
    'Text' => '<string>', // REQUIRED
]);

Parameter Details

Members

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

Text

Type: string

A UTF-8 text string. Each string must contain fewer that 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'Entities' => [
        [
            'BeginOffset' => <integer>,
            'EndOffset' => <integer>,
            'Score' => <float>,
            'Text' => '<string>',
            'Type' => 'PERSON|LOCATION|ORGANIZATION|COMMERCIAL_ITEM|EVENT|DATE|QUANTITY|TITLE|OTHER',
        ],
        // ...
    ],
]

Result Details

Members

Entities

Type: Array of Entity structures

A collection of entities identified in the input text. For each entity, the response provides the entity text, entity type, where the entity text begins and ends, and the level of confidence that Amazon Comprehend has in the detection. For a list of entity types, see how-entities.

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
UnsupportedLanguageException:
Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages
InternalServerException:
An internal server error occurred. Retry your request.

DetectKeyPhrases

$result = $client->detectKeyPhrases([/* ... */]);
$promise = $client->detectKeyPhrasesAsync([/* ... */]);

Detects the key noun phrases found in the text.

Parameter Syntax

$result = $client->detectKeyPhrases([
    'LanguageCode' => 'en|es', // REQUIRED
    'Text' => '<string>', // REQUIRED
]);

Parameter Details

Members

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

Text

Type: string

A UTF-8 text string. Each string must contain fewer that 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'KeyPhrases' => [
        [
            'BeginOffset' => <integer>,
            'EndOffset' => <integer>,
            'Score' => <float>,
            'Text' => '<string>',
        ],
        // ...
    ],
]

Result Details

Members

KeyPhrases

Type: Array of KeyPhrase structures

A collection of key phrases that Amazon Comprehend identified in the input text. For each key phrase, the response provides the text of the key phrase, where the key phrase begins and ends, and the level of confidence that Amazon Comprehend has in the accuracy of the detection.

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
UnsupportedLanguageException:
Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages
InternalServerException:
An internal server error occurred. Retry your request.

DetectSentiment

$result = $client->detectSentiment([/* ... */]);
$promise = $client->detectSentimentAsync([/* ... */]);

Inspects text and returns an inference of the prevailing sentiment (POSITIVE, NEUTRAL, MIXED, or NEGATIVE).

Parameter Syntax

$result = $client->detectSentiment([
    'LanguageCode' => 'en|es', // REQUIRED
    'Text' => '<string>', // REQUIRED
]);

Parameter Details

Members

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

Text

Type: string

A UTF-8 text string. Each string must contain fewer that 5,000 bytes of UTF-8 encoded characters.

Result Syntax

[
    'Sentiment' => 'POSITIVE|NEGATIVE|NEUTRAL|MIXED',
    'SentimentScore' => [
        'Mixed' => <float>,
        'Negative' => <float>,
        'Neutral' => <float>,
        'Positive' => <float>,
    ],
]

Result Details

Members

Sentiment

Type: string

The inferred sentiment that Amazon Comprehend has the highest level of confidence in.

SentimentScore

Type: SentimentScore structure

An object that lists the sentiments, and their corresponding confidence levels.

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
UnsupportedLanguageException:
Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages
InternalServerException:
An internal server error occurred. Retry your request.

DetectSyntax

$result = $client->detectSyntax([/* ... */]);
$promise = $client->detectSyntaxAsync([/* ... */]);

Inspects text for syntax and the part of speech of words in the document. For more information, how-syntax.

Parameter Syntax

$result = $client->detectSyntax([
    'LanguageCode' => 'en', // REQUIRED
    'Text' => '<string>', // REQUIRED
]);

Parameter Details

Members

LanguageCode

Type: string

The language code of the input documents. You can specify English ("en") or Spanish ("es").

Text

Type: string

A UTF-8 string. Each string must contain fewer that 5,000 bytes of UTF encoded characters.

Result Syntax

[
    'SyntaxTokens' => [
        [
            'BeginOffset' => <integer>,
            'EndOffset' => <integer>,
            'PartOfSpeech' => [
                'Score' => <float>,
                'Tag' => 'ADJ|ADP|ADV|AUX|CONJ|DET|INTJ|NOUN|NUM|O|PART|PRON|PROPN|PUNCT|SCONJ|SYM|VERB',
            ],
            'Text' => '<string>',
            'TokenId' => <integer>,
        ],
        // ...
    ],
]

Result Details

Members

SyntaxTokens

Type: Array of SyntaxToken structures

A collection of syntax tokens describing the text. For each token, the response provides the text, the token type, where the text begins and ends, and the level of confidence that Amazon Comprehend has that the token is correct. For a list of token types, see how-syntax.

Errors

InvalidRequestException:
The request is invalid.
TextSizeLimitExceededException:
The size of the input text exceeds the limit. Use a smaller document.
UnsupportedLanguageException:
Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages
InternalServerException:
An internal server error occurred. Retry your request.

ListDominantLanguageDetectionJobs

$result = $client->listDominantLanguageDetectionJobs([/* ... */]);
$promise = $client->listDominantLanguageDetectionJobsAsync([/* ... */]);

Gets a list of the dominant language detection jobs that you have submitted.

Parameter Syntax

$result = $client->listDominantLanguageDetectionJobs([
    'Filter' => [
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'SubmitTimeAfter' => <integer || string || DateTime>,
        'SubmitTimeBefore' => <integer || string || DateTime>,
    ],
    'MaxResults' => <integer>,
    'NextToken' => '<string>',
]);

Parameter Details

Members

Filter

Type: DominantLanguageDetectionJobFilter structure

Filters that jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.

MaxResults

Type: int

The maximum number of results to return in each page. The default is 100.

NextToken

Type: string

Identifies the next page of results to return.

Result Syntax

[
    'DominantLanguageDetectionJobPropertiesList' => [
        [
            'DataAccessRoleArn' => '<string>',
            'EndTime' => <DateTime>,
            'InputDataConfig' => [
                'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
                'S3Uri' => '<string>',
            ],
            'JobId' => '<string>',
            'JobName' => '<string>',
            'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
            'Message' => '<string>',
            'OutputDataConfig' => [
                'S3Uri' => '<string>',
            ],
            'SubmitTime' => <DateTime>,
        ],
        // ...
    ],
    'NextToken' => '<string>',
]

Result Details

Members

DominantLanguageDetectionJobPropertiesList

Type: Array of DominantLanguageDetectionJobProperties structures

A list containing the properties of each job that is returned.

NextToken

Type: string

Identifies the next page of results to return.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InvalidFilterException:
The filter specified for the ListTopicDetectionJobs operation is invalid. Specify a different filter.
InternalServerException:
An internal server error occurred. Retry your request.

ListEntitiesDetectionJobs

$result = $client->listEntitiesDetectionJobs([/* ... */]);
$promise = $client->listEntitiesDetectionJobsAsync([/* ... */]);

Gets a list of the entity detection jobs that you have submitted.

Parameter Syntax

$result = $client->listEntitiesDetectionJobs([
    'Filter' => [
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'SubmitTimeAfter' => <integer || string || DateTime>,
        'SubmitTimeBefore' => <integer || string || DateTime>,
    ],
    'MaxResults' => <integer>,
    'NextToken' => '<string>',
]);

Parameter Details

Members

Filter

Type: EntitiesDetectionJobFilter structure

Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.

MaxResults

Type: int

The maximum number of results to return in each page. The default is 100.

NextToken

Type: string

Identifies the next page of results to return.

Result Syntax

[
    'EntitiesDetectionJobPropertiesList' => [
        [
            'DataAccessRoleArn' => '<string>',
            'EndTime' => <DateTime>,
            'InputDataConfig' => [
                'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
                'S3Uri' => '<string>',
            ],
            'JobId' => '<string>',
            'JobName' => '<string>',
            'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
            'LanguageCode' => 'en|es',
            'Message' => '<string>',
            'OutputDataConfig' => [
                'S3Uri' => '<string>',
            ],
            'SubmitTime' => <DateTime>,
        ],
        // ...
    ],
    'NextToken' => '<string>',
]

Result Details

Members

EntitiesDetectionJobPropertiesList

Type: Array of EntitiesDetectionJobProperties structures

A list containing the properties of each job that is returned.

NextToken

Type: string

Identifies the next page of results to return.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InvalidFilterException:
The filter specified for the ListTopicDetectionJobs operation is invalid. Specify a different filter.
InternalServerException:
An internal server error occurred. Retry your request.

ListKeyPhrasesDetectionJobs

$result = $client->listKeyPhrasesDetectionJobs([/* ... */]);
$promise = $client->listKeyPhrasesDetectionJobsAsync([/* ... */]);

Get a list of key phrase detection jobs that you have submitted.

Parameter Syntax

$result = $client->listKeyPhrasesDetectionJobs([
    'Filter' => [
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'SubmitTimeAfter' => <integer || string || DateTime>,
        'SubmitTimeBefore' => <integer || string || DateTime>,
    ],
    'MaxResults' => <integer>,
    'NextToken' => '<string>',
]);

Parameter Details

Members

Filter

Type: KeyPhrasesDetectionJobFilter structure

Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.

MaxResults

Type: int

The maximum number of results to return in each page. The default is 100.

NextToken

Type: string

Identifies the next page of results to return.

Result Syntax

[
    'KeyPhrasesDetectionJobPropertiesList' => [
        [
            'DataAccessRoleArn' => '<string>',
            'EndTime' => <DateTime>,
            'InputDataConfig' => [
                'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
                'S3Uri' => '<string>',
            ],
            'JobId' => '<string>',
            'JobName' => '<string>',
            'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
            'LanguageCode' => 'en|es',
            'Message' => '<string>',
            'OutputDataConfig' => [
                'S3Uri' => '<string>',
            ],
            'SubmitTime' => <DateTime>,
        ],
        // ...
    ],
    'NextToken' => '<string>',
]

Result Details

Members

KeyPhrasesDetectionJobPropertiesList

Type: Array of KeyPhrasesDetectionJobProperties structures

A list containing the properties of each job that is returned.

NextToken

Type: string

Identifies the next page of results to return.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InvalidFilterException:
The filter specified for the ListTopicDetectionJobs operation is invalid. Specify a different filter.
InternalServerException:
An internal server error occurred. Retry your request.

ListSentimentDetectionJobs

$result = $client->listSentimentDetectionJobs([/* ... */]);
$promise = $client->listSentimentDetectionJobsAsync([/* ... */]);

Gets a list of sentiment detection jobs that you have submitted.

Parameter Syntax

$result = $client->listSentimentDetectionJobs([
    'Filter' => [
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'SubmitTimeAfter' => <integer || string || DateTime>,
        'SubmitTimeBefore' => <integer || string || DateTime>,
    ],
    'MaxResults' => <integer>,
    'NextToken' => '<string>',
]);

Parameter Details

Members

Filter

Type: SentimentDetectionJobFilter structure

Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.

MaxResults

Type: int

The maximum number of results to return in each page. The default is 100.

NextToken

Type: string

Identifies the next page of results to return.

Result Syntax

[
    'NextToken' => '<string>',
    'SentimentDetectionJobPropertiesList' => [
        [
            'DataAccessRoleArn' => '<string>',
            'EndTime' => <DateTime>,
            'InputDataConfig' => [
                'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
                'S3Uri' => '<string>',
            ],
            'JobId' => '<string>',
            'JobName' => '<string>',
            'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
            'LanguageCode' => 'en|es',
            'Message' => '<string>',
            'OutputDataConfig' => [
                'S3Uri' => '<string>',
            ],
            'SubmitTime' => <DateTime>,
        ],
        // ...
    ],
]

Result Details

Members

NextToken

Type: string

Identifies the next page of results to return.

SentimentDetectionJobPropertiesList

Type: Array of SentimentDetectionJobProperties structures

A list containing the properties of each job that is returned.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InvalidFilterException:
The filter specified for the ListTopicDetectionJobs operation is invalid. Specify a different filter.
InternalServerException:
An internal server error occurred. Retry your request.

ListTopicsDetectionJobs

$result = $client->listTopicsDetectionJobs([/* ... */]);
$promise = $client->listTopicsDetectionJobsAsync([/* ... */]);

Gets a list of the topic detection jobs that you have submitted.

Parameter Syntax

$result = $client->listTopicsDetectionJobs([
    'Filter' => [
        'JobName' => '<string>',
        'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
        'SubmitTimeAfter' => <integer || string || DateTime>,
        'SubmitTimeBefore' => <integer || string || DateTime>,
    ],
    'MaxResults' => <integer>,
    'NextToken' => '<string>',
]);

Parameter Details

Members

Filter

Type: TopicsDetectionJobFilter structure

Filters the jobs that are returned. Jobs can be filtered on their name, status, or the date and time that they were submitted. You can set only one filter at a time.

MaxResults

Type: int

The maximum number of results to return in each page. The default is 100.

NextToken

Type: string

Identifies the next page of results to return.

Result Syntax

[
    'NextToken' => '<string>',
    'TopicsDetectionJobPropertiesList' => [
        [
            'EndTime' => <DateTime>,
            'InputDataConfig' => [
                'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
                'S3Uri' => '<string>',
            ],
            'JobId' => '<string>',
            'JobName' => '<string>',
            'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
            'Message' => '<string>',
            'NumberOfTopics' => <integer>,
            'OutputDataConfig' => [
                'S3Uri' => '<string>',
            ],
            'SubmitTime' => <DateTime>,
        ],
        // ...
    ],
]

Result Details

Members

NextToken

Type: string

Identifies the next page of results to return.

TopicsDetectionJobPropertiesList

Type: Array of TopicsDetectionJobProperties structures

A list containing the properties of each job that is returned.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InvalidFilterException:
The filter specified for the ListTopicDetectionJobs operation is invalid. Specify a different filter.
InternalServerException:
An internal server error occurred. Retry your request.

StartDominantLanguageDetectionJob

$result = $client->startDominantLanguageDetectionJob([/* ... */]);
$promise = $client->startDominantLanguageDetectionJobAsync([/* ... */]);

Starts an asynchronous dominant language detection job for a collection of documents. Use the operation to track the status of a job.

Parameter Syntax

$result = $client->startDominantLanguageDetectionJob([
    'ClientRequestToken' => '<string>',
    'DataAccessRoleArn' => '<string>', // REQUIRED
    'InputDataConfig' => [ // REQUIRED
        'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
        'S3Uri' => '<string>', // REQUIRED
    ],
    'JobName' => '<string>',
    'OutputDataConfig' => [ // REQUIRED
        'S3Uri' => '<string>', // REQUIRED
    ],
]);

Parameter Details

Members

ClientRequestToken

Type: string

A unique identifier for the request. If you do not set the client request token, Amazon Comprehend generates one.

DataAccessRoleArn

Type: string

The Amazon Resource Name (ARN) of the AWS Identity and Access Management (IAM) role that grants Amazon Comprehend read access to your input data. For more information, see https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions.

InputDataConfig

Required: Yes
Type: InputDataConfig structure

Specifies the format and location of the input data for the job.

JobName

Type: string

An identifier for the job.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

Specifies where to send the output files.

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier generated for the job. To get the status of a job, use this identifier with the operation.

JobStatus

Type: string

The status of the job.

SUBMITTED - The job has been received and is queued for processing.
IN_PROGRESS - Amazon Comprehend is processing the job.
COMPLETED - The job was successfully completed and the output is available.
FAILED - The job did not complete. To get details, use the operation.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

StartEntitiesDetectionJob

$result = $client->startEntitiesDetectionJob([/* ... */]);
$promise = $client->startEntitiesDetectionJobAsync([/* ... */]);

Starts an asynchronous entity detection job for a collection of documents. Use the operation to track the status of a job.

Parameter Syntax

$result = $client->startEntitiesDetectionJob([
    'ClientRequestToken' => '<string>',
    'DataAccessRoleArn' => '<string>', // REQUIRED
    'InputDataConfig' => [ // REQUIRED
        'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
        'S3Uri' => '<string>', // REQUIRED
    ],
    'JobName' => '<string>',
    'LanguageCode' => 'en|es', // REQUIRED
    'OutputDataConfig' => [ // REQUIRED
        'S3Uri' => '<string>', // REQUIRED
    ],
]);

Parameter Details

Members

ClientRequestToken

Type: string

A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.

DataAccessRoleArn

Type: string

InputDataConfig

Required: Yes
Type: InputDataConfig structure

Specifies the format and location of the input data for the job.

JobName

Type: string

The identifier of the job.

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

Specifies where to send the output files.

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier generated for the job. To get the status of job, use this identifier with the operation.

JobStatus

Type: string

The status of the job.

SUBMITTED - The job has been received and is queued for processing.
IN_PROGRESS - Amazon Comprehend is processing the job.
COMPLETED - The job was successfully completed and the output is available.
FAILED - The job did not complete. To get details, use the operation.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

StartKeyPhrasesDetectionJob

$result = $client->startKeyPhrasesDetectionJob([/* ... */]);
$promise = $client->startKeyPhrasesDetectionJobAsync([/* ... */]);

Starts an asynchronous key phrase detection job for a collection of documents. Use the operation to track the status of a job.

Parameter Syntax

$result = $client->startKeyPhrasesDetectionJob([
    'ClientRequestToken' => '<string>',
    'DataAccessRoleArn' => '<string>', // REQUIRED
    'InputDataConfig' => [ // REQUIRED
        'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
        'S3Uri' => '<string>', // REQUIRED
    ],
    'JobName' => '<string>',
    'LanguageCode' => 'en|es', // REQUIRED
    'OutputDataConfig' => [ // REQUIRED
        'S3Uri' => '<string>', // REQUIRED
    ],
]);

Parameter Details

Members

ClientRequestToken

Type: string

A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.

DataAccessRoleArn

Type: string

InputDataConfig

Required: Yes
Type: InputDataConfig structure

Specifies the format and location of the input data for the job.

JobName

Type: string

The identifier of the job.

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

Specifies where to send the output files.

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier generated for the job. To get the status of a job, use this identifier with the operation.

JobStatus

Type: string

The status of the job.

SUBMITTED - The job has been received and is queued for processing.
IN_PROGRESS - Amazon Comprehend is processing the job.
COMPLETED - The job was successfully completed and the output is available.
FAILED - The job did not complete. To get details, use the operation.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

StartSentimentDetectionJob

$result = $client->startSentimentDetectionJob([/* ... */]);
$promise = $client->startSentimentDetectionJobAsync([/* ... */]);

Starts an asynchronous sentiment detection job for a collection of documents. use the operation to track the status of a job.

Parameter Syntax

$result = $client->startSentimentDetectionJob([
    'ClientRequestToken' => '<string>',
    'DataAccessRoleArn' => '<string>', // REQUIRED
    'InputDataConfig' => [ // REQUIRED
        'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
        'S3Uri' => '<string>', // REQUIRED
    ],
    'JobName' => '<string>',
    'LanguageCode' => 'en|es', // REQUIRED
    'OutputDataConfig' => [ // REQUIRED
        'S3Uri' => '<string>', // REQUIRED
    ],
]);

Parameter Details

Members

ClientRequestToken

Type: string

A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.

DataAccessRoleArn

Type: string

InputDataConfig

Required: Yes
Type: InputDataConfig structure

Specifies the format and location of the input data for the job.

JobName

Type: string

The identifier of the job.

LanguageCode

Type: string

The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

Specifies where to send the output files.

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier generated for the job. To get the status of a job, use this identifier with the operation.

JobStatus

Type: string

The status of the job.

SUBMITTED - The job has been received and is queued for processing.
IN_PROGRESS - Amazon Comprehend is processing the job.
COMPLETED - The job was successfully completed and the output is available.
FAILED - The job did not complete. To get details, use the operation.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

StartTopicsDetectionJob

$result = $client->startTopicsDetectionJob([/* ... */]);
$promise = $client->startTopicsDetectionJobAsync([/* ... */]);

Starts an asynchronous topic detection job. Use the DescribeTopicDetectionJob operation to track the status of a job.

Parameter Syntax

$result = $client->startTopicsDetectionJob([
    'ClientRequestToken' => '<string>',
    'DataAccessRoleArn' => '<string>', // REQUIRED
    'InputDataConfig' => [ // REQUIRED
        'InputFormat' => 'ONE_DOC_PER_FILE|ONE_DOC_PER_LINE',
        'S3Uri' => '<string>', // REQUIRED
    ],
    'JobName' => '<string>',
    'NumberOfTopics' => <integer>,
    'OutputDataConfig' => [ // REQUIRED
        'S3Uri' => '<string>', // REQUIRED
    ],
]);

Parameter Details

Members

ClientRequestToken

Type: string

A unique identifier for the request. If you do not set the client request token, Amazon Comprehend generates one.

DataAccessRoleArn

Type: string

InputDataConfig

Required: Yes
Type: InputDataConfig structure

Specifies the format and location of the input data for the job.

JobName

Type: string

The identifier of the job.

NumberOfTopics

Type: int

The number of topics to detect.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

Specifies where to send the output files. The output is a compressed archive with two files, topic-terms.csv that lists the terms associated with each topic, and doc-topics.csv that lists the documents associated with each topic

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier generated for the job. To get the status of the job, use this identifier with the DescribeTopicDetectionJob operation.

JobStatus

Type: string

The status of the job:

SUBMITTED - The job has been received and is queued for processing.
IN_PROGRESS - Amazon Comprehend is processing the job.
COMPLETED - The job was successfully completed and the output is available.
FAILED - The job did not complete. To get details, use the DescribeTopicDetectionJob operation.

Errors

InvalidRequestException:
The request is invalid.
TooManyRequestsException:
The number of requests exceeds the limit. Resubmit your request later.
InternalServerException:
An internal server error occurred. Retry your request.

StopDominantLanguageDetectionJob

$result = $client->stopDominantLanguageDetectionJob([/* ... */]);
$promise = $client->stopDominantLanguageDetectionJobAsync([/* ... */]);

Stops a dominant language detection job in progress.

If the job state is IN_PROGRESS the job is marked for termination and put into the STOP_REQUESTED state. If the job completes before it can be stopped, it is put into the COMPLETED state; otherwise the job is stopped and put into the STOPPED state.

If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.

When a job is stopped, any documents already processed are written to the output location.

Parameter Syntax

$result = $client->stopDominantLanguageDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier of the dominant language detection job to stop.

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier of the dominant language detection job to stop.

JobStatus

Type: string

Either STOP_REQUESTED if the job is currently running, or STOPPED if the job was previously stopped with the StopDominantLanguageDetectionJob operation.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
InternalServerException:
An internal server error occurred. Retry your request.

StopEntitiesDetectionJob

$result = $client->stopEntitiesDetectionJob([/* ... */]);
$promise = $client->stopEntitiesDetectionJobAsync([/* ... */]);

Stops an entities detection job in progress.

If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.

When a job is stopped, any documents already processed are written to the output location.

Parameter Syntax

$result = $client->stopEntitiesDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier of the entities detection job to stop.

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier of the entities detection job to stop.

JobStatus

Type: string

Either STOP_REQUESTED if the job is currently running, or STOPPED if the job was previously stopped with the StopEntitiesDetectionJob operation.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
InternalServerException:
An internal server error occurred. Retry your request.

StopKeyPhrasesDetectionJob

$result = $client->stopKeyPhrasesDetectionJob([/* ... */]);
$promise = $client->stopKeyPhrasesDetectionJobAsync([/* ... */]);

Stops a key phrases detection job in progress.

If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.

When a job is stopped, any documents already processed are written to the output location.

Parameter Syntax

$result = $client->stopKeyPhrasesDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier of the key phrases detection job to stop.

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier of the key phrases detection job to stop.

JobStatus

Type: string

Either STOP_REQUESTED if the job is currently running, or STOPPED if the job was previously stopped with the StopKeyPhrasesDetectionJob operation.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
InternalServerException:
An internal server error occurred. Retry your request.

StopSentimentDetectionJob

$result = $client->stopSentimentDetectionJob([/* ... */]);
$promise = $client->stopSentimentDetectionJobAsync([/* ... */]);

Stops a sentiment detection job in progress.

If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.

When a job is stopped, any documents already processed are written to the output location.

Parameter Syntax

$result = $client->stopSentimentDetectionJob([
    'JobId' => '<string>', // REQUIRED
]);

Parameter Details

Members

JobId

Type: string

The identifier of the sentiment detection job to stop.

Result Syntax

[
    'JobId' => '<string>',
    'JobStatus' => 'SUBMITTED|IN_PROGRESS|COMPLETED|FAILED|STOP_REQUESTED|STOPPED',
]

Result Details

Members

JobId

Type: string

The identifier of the sentiment detection job to stop.

JobStatus

Type: string

Either STOP_REQUESTED if the job is currently running, or STOPPED if the job was previously stopped with the StopSentimentDetectionJob operation.

Errors

InvalidRequestException:
The request is invalid.
JobNotFoundException:
The specified job was not found. Check the job ID and try again.
InternalServerException:
An internal server error occurred. Retry your request.

Shapes

BatchDetectDominantLanguageItemResult

Description

The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.

Members

Index

Type: int

The zero-based index of the document in the input list.

Languages

Type: Array of DominantLanguage structures

One or more DominantLanguage objects describing the dominant languages in the document.

BatchDetectEntitiesItemResult

Description

The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.

Members

Entities

Type: Array of Entity structures

One or more Entity objects, one for each entity detected in the document.

Index

Type: int

The zero-based index of the document in the input list.

BatchDetectKeyPhrasesItemResult

Description

The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.

Members

Index

Type: int

The zero-based index of the document in the input list.

KeyPhrases

Type: Array of KeyPhrase structures

One or more KeyPhrase objects, one for each key phrase detected in the document.

BatchDetectSentimentItemResult

Description

The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.

Members

Index

Type: int

The zero-based index of the document in the input list.

Sentiment

Type: string

The sentiment detected in the document.

SentimentScore

Type: SentimentScore structure

The level of confidence that Amazon Comprehend has in the accuracy of its sentiment detection.

BatchDetectSyntaxItemResult

Description

The result of calling the operation. The operation returns one object that is successfully processed by the operation.

Members

Index

Type: int

The zero-based index of the document in the input list.

SyntaxTokens

Type: Array of SyntaxToken structures

The syntax tokens for the words in the document, one token for each word.

BatchItemError

Description

Describes an error that occurred while processing a document in a batch. The operation returns on BatchItemError object for each document that contained an error.

Members

ErrorCode

Type: string

The numeric error code of the error.

ErrorMessage

Type: string

A text description of the error.

Index

Type: int

The zero-based index of the document in the input list.

BatchSizeLimitExceededException

Description

The number of documents in the request exceeds the limit of 25. Try your request again with fewer documents.

Members

Message

Type: string

DominantLanguage

Description

Returns the code for the dominant language in the input text and the level of confidence that Amazon Comprehend has in the accuracy of the detection.

Members

LanguageCode

Type: string

The RFC 5646 language code for the dominant language. For more information about RFC 5646, see Tags for Identifying Languages on the IETF Tools web site.

Score

Type: float

The level of confidence that Amazon Comprehend has in the accuracy of the detection.

DominantLanguageDetectionJobFilter

Description

Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.

Members

JobName

Type: string

Filters on the name of the job.

JobStatus

Type: string

Filters the list of jobs based on job status. Returns only jobs with the specified status.

SubmitTimeAfter

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.

SubmitTimeBefore

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.

DominantLanguageDetectionJobProperties

Description

Provides information about a dominant language detection job.

Members

DataAccessRoleArn

Type: string

The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to your input data.

EndTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the dominant language detection job completed.

InputDataConfig

Required: Yes
Type: InputDataConfig structure

The input data configuration that you supplied when you created the dominant language detection job.

JobId

Type: string

The identifier assigned to the dominant language detection job.

JobName

Type: string

The name that you assigned to the dominant language detection job.

JobStatus

Type: string

The current status of the dominant language detection job. If the status is FAILED, the Message field shows the reason for the failure.

Message

Type: string

A description for the status of a job.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

The output data configuration that you supplied when you created the dominant language detection job.

SubmitTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the dominant language detection job was submitted for processing.

EntitiesDetectionJobFilter

Description

Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.

Members

JobName

Type: string

Filters on the name of the job.

JobStatus

Type: string

Filters the list of jobs based on job status. Returns only jobs with the specified status.

SubmitTimeAfter

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.

SubmitTimeBefore

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.

EntitiesDetectionJobProperties

Description

Provides information about an entities detection job.

Members

DataAccessRoleArn

Type: string

The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to your input data.

EndTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the entities detection job completed

InputDataConfig

Required: Yes
Type: InputDataConfig structure

The input data configuration that you supplied when you created the entities detection job.

JobId

Type: string

The identifier assigned to the entities detection job.

JobName

Type: string

The name that you assigned the entities detection job.

JobStatus

Type: string

The current status of the entities detection job. If the status is FAILED, the Message field shows the reason for the failure.

LanguageCode

Type: string

The language code of the input documents.

Message

Type: string

A description of the status of a job.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

The output data configuration that you supplied when you created the entities detection job.

SubmitTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the entities detection job was submitted for processing.

Entity

Description

Provides information about an entity.

Members

BeginOffset

Type: int

A character offset in the input text that shows where the entity begins (the first character is at position 0). The offset returns the position of each UTF-8 code point in the string. A code point is the abstract character from a particular graphical representation. For example, a multi-byte UTF-8 character maps to a single code point.

EndOffset

Type: int

A character offset in the input text that shows where the entity ends. The offset returns the position of each UTF-8 code point in the string. A code point is the abstract character from a particular graphical representation. For example, a multi-byte UTF-8 character maps to a single code point.

Score

Type: float

The level of confidence that Amazon Comprehend has in the accuracy of the detection.

Text

Type: string

The text of the entity.

Type

Type: string

The entity's type.

InputDataConfig

Description

The input properties for a topic detection job.

Members

InputFormat

Type: string

Specifies how the text in an input file should be processed:

ONE_DOC_PER_FILE - Each file is considered a separate document. Use this option when you are processing large documents, such as newspaper articles or scientific papers.
ONE_DOC_PER_LINE - Each line in a file is considered a separate document. Use this option when you are processing many short documents, such as text messages.

S3Uri

Type: string

BeginOffset

Type: int

A character offset in the input text that shows where the key phrase begins (the first character is at position 0). The offset returns the position of each UTF-8 code point in the string. A code point is the abstract character from a particular graphical representation. For example, a multi-byte UTF-8 character maps to a single code point.

EndOffset

Type: int

A character offset in the input text where the key phrase ends. The offset returns the position of each UTF-8 code point in the string. A code point is the abstract character from a particular graphical representation. For example, a multi-byte UTF-8 character maps to a single code point.

Score

Type: float

The level of confidence that Amazon Comprehend has in the accuracy of the detection.

Text

Type: string

The text of a key noun phrase.

KeyPhrasesDetectionJobFilter

Description

Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.

Members

JobName

Type: string

Filters on the name of the job.

JobStatus

Type: string

Filters the list of jobs based on job status. Returns only jobs with the specified status.

SubmitTimeAfter

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.

SubmitTimeBefore

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.

KeyPhrasesDetectionJobProperties

Description

Provides information about a key phrases detection job.

Members

DataAccessRoleArn

Type: string

The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to your input data.

EndTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the key phrases detection job completed.

InputDataConfig

Required: Yes
Type: InputDataConfig structure

The input data configuration that you supplied when you created the key phrases detection job.

JobId

Type: string

The identifier assigned to the key phrases detection job.

JobName

Type: string

The name that you assigned the key phrases detection job.

JobStatus

Type: string

The current status of the key phrases detection job. If the status is FAILED, the Message field shows the reason for the failure.

LanguageCode

Type: string

The language code of the input documents.

Message

Type: string

A description of the status of a job.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

The output data configuration that you supplied when you created the key phrases detection job.

SubmitTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the key phrases detection job was submitted for processing.

OutputDataConfig

Description

Provides configuration parameters for the output of topic detection jobs.

Members

S3Uri

Type: string

When you use the OutputDataConfig object with asynchronous operations, you specify the Amazon S3 location where you want to write the output data. The URI must be in the same region as the API endpoint that you are calling. The location is used as the prefix for the actual location of the output file.

When the topic detection job is finished, the service creates an output file in a directory specific to the job. The S3Uri field contains the location of the output file, called output.tar.gz. It is a compressed archive that contains the ouput of the operation.

PartOfSpeechTag

Description

Identifies the part of speech represented by the token and gives the confidence that Amazon Comprehend has that the part of speech was correctly identified. For more information about the parts of speech that Amazon Comprehend can identify, see how-syntax.

Members

Score

Type: float

The confidence that Amazon Comprehend has that the part of speech was correctly identified.

Tag

Type: string

Identifies the part of speech that the token represents.

SentimentDetectionJobFilter

Description

Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.

Members

JobName

Type: string

Filters on the name of the job.

JobStatus

Type: string

Filters the list of jobs based on job status. Returns only jobs with the specified status.

SubmitTimeAfter

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.

SubmitTimeBefore

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.

SentimentDetectionJobProperties

Description

Provides information about a sentiment detection job.

Members

DataAccessRoleArn

Type: string

The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to your input data.

EndTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the sentiment detection job ended.

InputDataConfig

Required: Yes
Type: InputDataConfig structure

The input data configuration that you supplied when you created the sentiment detection job.

JobId

Type: string

The identifier assigned to the sentiment detection job.

JobName

Type: string

The name that you assigned to the sentiment detection job

JobStatus

Type: string

The current status of the sentiment detection job. If the status is FAILED, the Messages field shows the reason for the failure.

LanguageCode

Type: string

The language code of the input documents.

Message

Type: string

A description of the status of a job.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

The output data configuration that you supplied when you created the sentiment detection job.

SubmitTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the sentiment detection job was submitted for processing.

SentimentScore

Description

Describes the level of confidence that Amazon Comprehend has in the accuracy of its detection of sentiments.

Members

Mixed

Type: float

The level of confidence that Amazon Comprehend has in the accuracy of its detection of the MIXED sentiment.

Negative

Type: float

The level of confidence that Amazon Comprehend has in the accuracy of its detection of the NEGATIVE sentiment.

Neutral

Type: float

The level of confidence that Amazon Comprehend has in the accuracy of its detection of the NEUTRAL sentiment.

Positive

Type: float

The level of confidence that Amazon Comprehend has in the accuracy of its detection of the POSITIVE sentiment.

SyntaxToken

Description

Represents a work in the input text that was recognized and assigned a part of speech. There is one syntax token record for each word in the source text.

Members

BeginOffset

Type: int

The zero-based offset from the beginning of the source text to the first character in the word.

EndOffset

Type: int

The zero-based offset from the beginning of the source text to the last character in the word.

PartOfSpeech

Type: PartOfSpeechTag structure

Provides the part of speech label and the confidence level that Amazon Comprehend has that the part of speech was correctly identified. For more information, see how-syntax.

Text

Type: string

The word that was recognized in the source text.

TokenId

Type: int

Type: string

JobStatus

Type: string

Filters the list of topic detection jobs based on job status. Returns only jobs with the specified status.

SubmitTimeAfter

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Only returns jobs submitted after the specified time. Jobs are returned in ascending order, oldest to newest.

SubmitTimeBefore

Type: timestamp (string|DateTime or anything parsable by strtotime)

Filters the list of jobs based on the time that the job was submitted for processing. Only returns jobs submitted before the specified time. Jobs are returned in descending order, newest to oldest.

TopicsDetectionJobProperties

Description

Provides information about a topic detection job.

Members

EndTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the topic detection job was completed.

InputDataConfig

Required: Yes
Type: InputDataConfig structure

The input data configuration supplied when you created the topic detection job.

JobId

Type: string

The identifier assigned to the topic detection job.

JobName

Type: string

The name of the topic detection job.

JobStatus

Type: string

The current status of the topic detection job. If the status is Failed, the reason for the failure is shown in the Message field.

Message

Type: string

A description for the status of a job.

NumberOfTopics

Type: int

The number of topics to detect supplied when you created the topic detection job. The default is 10.

OutputDataConfig

Required: Yes
Type: OutputDataConfig structure

The output data configuration supplied when you created the topic detection job.

SubmitTime

Type: timestamp (string|DateTime or anything parsable by strtotime)

The time that the topic detection job was submitted for processing.

UnsupportedLanguageException

Description

Amazon Comprehend can't process the language of the input text. For all APIs except DetectDominantLanguage, Amazon Comprehend accepts only English or Spanish text. For the DetectDominantLanguage API, Amazon Comprehend detects 100 languages. For a list of languages, see how-languages

Members

Message

Type: string

Namespaces

Classes

Interfaces

Traits

Exceptions

Functions

Amazon Comprehend 2017-11-27

Operation Summary

Paginators

Operations

BatchDetectDominantLanguage

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details

Members

Errors

BatchDetectEntities

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details

Members

Errors

BatchDetectKeyPhrases

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details

Members

Errors

BatchDetectSentiment

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details

Members

Errors

BatchDetectSyntax

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details

Members

Errors

DescribeDominantLanguageDetectionJob

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details

Members

Errors

DescribeEntitiesDetectionJob

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details

Members

Errors

DescribeKeyPhrasesDetectionJob

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details

Members

Errors

DescribeSentimentDetectionJob

Parameter Syntax

Parameter Details

Members

Result Syntax

Result Details