Integer index
The zero-based index of the document in the input list.
List<E> languages
One or more DominantLanguage objects describing the dominant languages in the document.
List<E> resultList
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.
List<E> errorList
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.
List<E> textList
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.
String languageCode
The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.
List<E> resultList
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.
List<E> errorList
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.
List<E> textList
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.
String languageCode
The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.
List<E> resultList
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.
List<E> errorList
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.
Integer index
The zero-based index of the document in the input list.
String sentiment
The sentiment detected in the document.
SentimentScore sentimentScore
The level of confidence that Amazon Comprehend has in the accuracy of its sentiment detection.
List<E> textList
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.
String languageCode
The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.
List<E> resultList
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.
List<E> errorList
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.
List<E> textList
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.
String languageCode
The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.
List<E> resultList
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.
List<E> errorList
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.
Double accuracy
The fraction of the labels that were correct recognized. It is computed by dividing the number of labels in the test documents that were correctly recognized by the total number of labels in the test documents.
Double precision
A measure of the usefulness of the classifier results in the test data. High precision means that the classifier returned substantially more relevant results than irrelevant ones.
Double recall
A measure of how complete the classifier results are for the test data. High recall means that the classifier returned most of the relevant results.
Double f1Score
A measure of how accurate the classifier results are for the test data. It is derived from the
Precision and Recall values. The F1Score is the harmonic average of the
two scores. The highest score is 1, and the worst score is 0.
Integer numberOfLabels
The number of labels in the input data.
Integer numberOfTrainedDocuments
The number of documents in the input data that were used to train the classifier. Typically this is 80 to 90 percent of the input documents.
Integer numberOfTestDocuments
The number of documents in the input data that were used to test the classifier. Typically this is 10 to 20 percent of the input documents.
ClassifierEvaluationMetrics evaluationMetrics
Describes the result metrics for the test data associated with an documentation classifier.
String documentClassifierName
The name of the document classifier.
String dataAccessRoleArn
The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role that grants Amazon Comprehend read access to your input data.
List<E> tags
Tags to be associated with the document classifier being created. A tag is a key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
DocumentClassifierInputDataConfig inputDataConfig
Specifies the format and location of the input data for the job.
DocumentClassifierOutputDataConfig outputDataConfig
Enables the addition of output results configuration parameters for custom classifier jobs.
String clientRequestToken
A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
String languageCode
The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your custom classifier. For more information, see Amazon VPC.
String documentClassifierArn
The Amazon Resource Name (ARN) that identifies the document classifier.
String recognizerName
The name given to the newly created recognizer. Recognizer names can be a maximum of 256 characters. Alphanumeric characters, hyphens (-) and underscores (_) are allowed. The name must be unique in the account/region.
String dataAccessRoleArn
The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role that grants Amazon Comprehend read access to your input data.
List<E> tags
Tags to be associated with the entity recognizer being created. A tag is a key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
EntityRecognizerInputDataConfig inputDataConfig
Specifies the format and location of the input data. The S3 bucket containing the input data must be located in the same region as the entity recognizer being created.
String clientRequestToken
A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
String languageCode
The language of the input documents. All documents must be in the same language. Only English ("en") is currently supported.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your custom entity recognizer. For more information, see Amazon VPC.
String entityRecognizerArn
The Amazon Resource Name (ARN) that identifies the entity recognizer.
String documentClassifierArn
The Amazon Resource Name (ARN) that identifies the document classifier.
String entityRecognizerArn
The Amazon Resource Name (ARN) that identifies the entity recognizer.
String jobId
The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.
DocumentClassificationJobProperties documentClassificationJobProperties
An object that describes the properties associated with the document classification job.
String documentClassifierArn
The Amazon Resource Name (ARN) that identifies the document classifier. The operation returns this identifier in its response.
DocumentClassifierProperties documentClassifierProperties
An object that contains the properties associated with a document classifier.
String jobId
The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.
DominantLanguageDetectionJobProperties dominantLanguageDetectionJobProperties
An object that contains the properties associated with a dominant language detection job.
String jobId
The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.
EntitiesDetectionJobProperties entitiesDetectionJobProperties
An object that contains the properties associated with an entities detection job.
String entityRecognizerArn
The Amazon Resource Name (ARN) that identifies the entity recognizer.
EntityRecognizerProperties entityRecognizerProperties
Describes information associated with an entity recognizer.
String jobId
The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.
KeyPhrasesDetectionJobProperties keyPhrasesDetectionJobProperties
An object that contains the properties associated with a key phrases detection job.
String jobId
The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.
SentimentDetectionJobProperties sentimentDetectionJobProperties
An object that contains the properties associated with a sentiment detection job.
String jobId
The identifier assigned by the user to the detection job.
TopicsDetectionJobProperties topicsDetectionJobProperties
The list of properties for the requested job.
String text
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.
List<E> languages
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.
List<E> entities
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.
List<E> keyPhrases
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.
String sentiment
The inferred sentiment that Amazon Comprehend has the highest level of confidence in.
SentimentScore sentimentScore
An object that lists the sentiments, and their corresponding confidence levels.
List<E> syntaxTokens
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.
String jobName
Filters on the name of the job.
String jobStatus
Filters the list based on job status. Returns only jobs with the specified status.
Date submitTimeBefore
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 ascending order, oldest to newest.
Date submitTimeAfter
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 descending order, newest to oldest.
String jobId
The identifier assigned to the document classification job.
String jobName
The name that you assigned to the document classification job.
String jobStatus
The current status of the document classification job. If the status is FAILED, the
Message field shows the reason for the failure.
String message
A description of the status of the job.
Date submitTime
The time that the document classification job was submitted for processing.
Date endTime
The time that the document classification job completed.
String documentClassifierArn
The Amazon Resource Name (ARN) that identifies the document classifier.
InputDataConfig inputDataConfig
The input data configuration that you supplied when you created the document classification job.
OutputDataConfig outputDataConfig
The output data configuration that you supplied when you created the document classification job.
String dataAccessRoleArn
The Amazon Resource Name (ARN) of the AWS identity and Access Management (IAM) role that grants Amazon Comprehend read access to your input data.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your document classification job. For more information, see Amazon VPC.
String status
Filters the list of classifiers based on status.
Date submitTimeBefore
Filters the list of classifiers based on the time that the classifier was submitted for processing. Returns only classifiers submitted before the specified time. Classifiers are returned in ascending order, oldest to newest.
Date submitTimeAfter
Filters the list of classifiers based on the time that the classifier was submitted for processing. Returns only classifiers submitted after the specified time. Classifiers are returned in descending order, newest to oldest.
String s3Uri
The Amazon S3 URI for the input data. The S3 bucket must be in the same region as the API endpoint that you are calling. The URI can point to a single input file or it can provide the prefix for a collection of input files.
For example, if you use the URI S3://bucketName/prefix, if the prefix is a single file, Amazon
Comprehend uses that file as input. If more than one file begins with the prefix, Amazon Comprehend uses all of
them as input.
String s3Uri
When you use the OutputDataConfig object while creating a custom classifier, you specify the Amazon
S3 location where you want to write the confusion matrix. 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 this output file.
When the custom classifier job is finished, the service creates the 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 confusion matrix.
String kmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt the output results from an analysis job. The KmsKeyId can be one of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
KMS Key Alias: "alias/ExampleAlias"
ARN of a KMS Key Alias: "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"
String documentClassifierArn
The Amazon Resource Name (ARN) that identifies the document classifier.
String languageCode
The language code for the language of the documents that the classifier was trained on.
String status
The status of the document classifier. If the status is TRAINED the classifier is ready to use. If
the status is FAILED you can see additional information about why the classifier wasn't trained in
the Message field.
String message
Additional information about the status of the classifier.
Date submitTime
The time that the document classifier was submitted for training.
Date endTime
The time that training the document classifier completed.
Date trainingStartTime
Indicates the time when the training starts on documentation classifiers. You are billed for the time interval between this time and the value of TrainingEndTime.
Date trainingEndTime
The time that training of the document classifier was completed. Indicates the time when the training completes on documentation classifiers. You are billed for the time interval between this time and the value of TrainingStartTime.
DocumentClassifierInputDataConfig inputDataConfig
The input data configuration that you supplied when you created the document classifier for training.
DocumentClassifierOutputDataConfig outputDataConfig
Provides output results configuration parameters for custom classifier jobs.
ClassifierMetadata classifierMetadata
Information about the document classifier, including the number of documents used for training the classifier, the number of documents used for test the classifier, and an accuracy rating.
String dataAccessRoleArn
The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role that grants Amazon Comprehend read access to your input data.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your custom classifier. For more information, see Amazon VPC.
String languageCode
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.
Float score
The level of confidence that Amazon Comprehend has in the accuracy of the detection.
String jobName
Filters on the name of the job.
String jobStatus
Filters the list of jobs based on job status. Returns only jobs with the specified status.
Date submitTimeBefore
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.
Date submitTimeAfter
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.
String jobId
The identifier assigned to the dominant language detection job.
String jobName
The name that you assigned to the dominant language detection job.
String jobStatus
The current status of the dominant language detection job. If the status is FAILED, the
Message field shows the reason for the failure.
String message
A description for the status of a job.
Date submitTime
The time that the dominant language detection job was submitted for processing.
Date endTime
The time that the dominant language detection job completed.
InputDataConfig inputDataConfig
The input data configuration that you supplied when you created the dominant language detection job.
OutputDataConfig outputDataConfig
The output data configuration that you supplied when you created the dominant language detection job.
String dataAccessRoleArn
The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to your input data.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your dominant language detection job. For more information, see Amazon VPC.
String jobName
Filters on the name of the job.
String jobStatus
Filters the list of jobs based on job status. Returns only jobs with the specified status.
Date submitTimeBefore
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.
Date submitTimeAfter
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.
String jobId
The identifier assigned to the entities detection job.
String jobName
The name that you assigned the entities detection job.
String jobStatus
The current status of the entities detection job. If the status is FAILED, the Message
field shows the reason for the failure.
String message
A description of the status of a job.
Date submitTime
The time that the entities detection job was submitted for processing.
Date endTime
The time that the entities detection job completed
String entityRecognizerArn
The Amazon Resource Name (ARN) that identifies the entity recognizer.
InputDataConfig inputDataConfig
The input data configuration that you supplied when you created the entities detection job.
OutputDataConfig outputDataConfig
The output data configuration that you supplied when you created the entities detection job.
String languageCode
The language code of the input documents.
String dataAccessRoleArn
The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to your input data.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your entity detection job. For more information, see Amazon VPC.
Float score
The level of confidence that Amazon Comprehend has in the accuracy of the detection.
String type
The entity's type.
String text
The text of the entity.
Integer beginOffset
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.
Integer endOffset
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.
String s3Uri
Specifies the Amazon S3 location where the annotations for an entity recognizer are located. The URI must be in the same region as the API endpoint that you are calling.
String s3Uri
Specifies the Amazon S3 location where the training documents for an entity recognizer are located. The URI must be in the same region as the API endpoint that you are calling.
String s3Uri
Specifies the Amazon S3 location where the entity list is located. The URI must be in the same region as the API endpoint that you are calling.
Double precision
A measure of the usefulness of the recognizer results in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones.
Double recall
A measure of how complete the recognizer results are for the test data. High recall means that the recognizer returned most of the relevant results.
Double f1Score
A measure of how accurate the recognizer results are for the test data. It is derived from the
Precision and Recall values. The F1Score is the harmonic average of the
two scores. The highest score is 1, and the worst score is 0.
String status
The status of an entity recognizer.
Date submitTimeBefore
Filters the list of entities based on the time that the list was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in descending order, newest to oldest.
Date submitTimeAfter
Filters the list of entities based on the time that the list was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in ascending order, oldest to newest.
List<E> entityTypes
The entity types in the input data for an entity recognizer.
EntityRecognizerDocuments documents
S3 location of the documents folder for an entity recognizer
EntityRecognizerAnnotations annotations
S3 location of the annotations file for an entity recognizer.
EntityRecognizerEntityList entityList
S3 location of the entity list for an entity recognizer.
Integer numberOfTrainedDocuments
The number of documents in the input data that were used to train the entity recognizer. Typically this is 80 to 90 percent of the input documents.
Integer numberOfTestDocuments
The number of documents in the input data that were used to test the entity recognizer. Typically this is 10 to 20 percent of the input documents.
EntityRecognizerEvaluationMetrics evaluationMetrics
Detailed information about the accuracy of an entity recognizer.
List<E> entityTypes
Entity types from the metadata of an entity recognizer.
String type
Type of entity from the list of entity types in the metadata of an entity recognizer.
String entityRecognizerArn
The Amazon Resource Name (ARN) that identifies the entity recognizer.
String languageCode
The language of the input documents. All documents must be in the same language. Only English ("en") is currently supported.
String status
Provides the status of the entity recognizer.
String message
A description of the status of the recognizer.
Date submitTime
The time that the recognizer was submitted for processing.
Date endTime
The time that the recognizer creation completed.
Date trainingStartTime
The time that training of the entity recognizer started.
Date trainingEndTime
The time that training of the entity recognizer was completed.
EntityRecognizerInputDataConfig inputDataConfig
The input data properties of an entity recognizer.
EntityRecognizerMetadata recognizerMetadata
Provides information about an entity recognizer.
String dataAccessRoleArn
The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role that grants Amazon Comprehend read access to your input data.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your custom entity recognizer. For more information, see Amazon VPC.
String type
Entity type of an item on an entity type list.
String s3Uri
The Amazon S3 URI for the input data. The URI must be in same region as the API endpoint that you are calling. The URI can point to a single input file or it can provide the prefix for a collection of data files.
For example, if you use the URI S3://bucketName/prefix, if the prefix is a single file, Amazon
Comprehend uses that file as input. If more than one file begins with the prefix, Amazon Comprehend uses all of
them as input.
String inputFormat
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.
Float score
The level of confidence that Amazon Comprehend has in the accuracy of the detection.
String text
The text of a key noun phrase.
Integer beginOffset
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.
Integer endOffset
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.
String jobName
Filters on the name of the job.
String jobStatus
Filters the list of jobs based on job status. Returns only jobs with the specified status.
Date submitTimeBefore
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.
Date submitTimeAfter
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.
String jobId
The identifier assigned to the key phrases detection job.
String jobName
The name that you assigned the key phrases detection job.
String jobStatus
The current status of the key phrases detection job. If the status is FAILED, the
Message field shows the reason for the failure.
String message
A description of the status of a job.
Date submitTime
The time that the key phrases detection job was submitted for processing.
Date endTime
The time that the key phrases detection job completed.
InputDataConfig inputDataConfig
The input data configuration that you supplied when you created the key phrases detection job.
OutputDataConfig outputDataConfig
The output data configuration that you supplied when you created the key phrases detection job.
String languageCode
The language code of the input documents.
String dataAccessRoleArn
The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to your input data.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your key phrases detection job. For more information, see Amazon VPC.
DocumentClassificationJobFilter filter
Filters the jobs that are returned. You can filter jobs on their names, status, or the date and time that they were submitted. You can only set one filter at a time.
String nextToken
Identifies the next page of results to return.
Integer maxResults
The maximum number of results to return in each page. The default is 100.
DocumentClassifierFilter filter
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.
String nextToken
Identifies the next page of results to return.
Integer maxResults
The maximum number of results to return in each page. The default is 100.
DominantLanguageDetectionJobFilter filter
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.
String nextToken
Identifies the next page of results to return.
Integer maxResults
The maximum number of results to return in each page. The default is 100.
EntitiesDetectionJobFilter filter
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.
String nextToken
Identifies the next page of results to return.
Integer maxResults
The maximum number of results to return in each page. The default is 100.
EntityRecognizerFilter filter
Filters the list of entities returned. You can filter on Status, SubmitTimeBefore, or
SubmitTimeAfter. You can only set one filter at a time.
String nextToken
Identifies the next page of results to return.
Integer maxResults
The maximum number of results to return on each page. The default is 100.
KeyPhrasesDetectionJobFilter filter
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.
String nextToken
Identifies the next page of results to return.
Integer maxResults
The maximum number of results to return in each page. The default is 100.
SentimentDetectionJobFilter filter
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.
String nextToken
Identifies the next page of results to return.
Integer maxResults
The maximum number of results to return in each page. The default is 100.
String resourceArn
The Amazon Resource Name (ARN) of the given Amazon Comprehend resource you are querying.
String resourceArn
The Amazon Resource Name (ARN) of the given Amazon Comprehend resource you are querying.
List<E> tags
Tags associated with the Amazon Comprehend resource being queried. A tag is a key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
TopicsDetectionJobFilter filter
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.
String nextToken
Identifies the next page of results to return.
Integer maxResults
The maximum number of results to return in each page. The default is 100.
String s3Uri
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.
String kmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt the output results from an analysis job. The KmsKeyId can be one of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
KMS Key Alias: "alias/ExampleAlias"
ARN of a KMS Key Alias: "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"
String jobName
Filters on the name of the job.
String jobStatus
Filters the list of jobs based on job status. Returns only jobs with the specified status.
Date submitTimeBefore
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.
Date submitTimeAfter
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.
String jobId
The identifier assigned to the sentiment detection job.
String jobName
The name that you assigned to the sentiment detection job
String jobStatus
The current status of the sentiment detection job. If the status is FAILED, the
Messages field shows the reason for the failure.
String message
A description of the status of a job.
Date submitTime
The time that the sentiment detection job was submitted for processing.
Date endTime
The time that the sentiment detection job ended.
InputDataConfig inputDataConfig
The input data configuration that you supplied when you created the sentiment detection job.
OutputDataConfig outputDataConfig
The output data configuration that you supplied when you created the sentiment detection job.
String languageCode
The language code of the input documents.
String dataAccessRoleArn
The Amazon Resource Name (ARN) that gives Amazon Comprehend read access to your input data.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your sentiment detection job. For more information, see Amazon VPC.
Float positive
The level of confidence that Amazon Comprehend has in the accuracy of its detection of the POSITIVE
sentiment.
Float negative
The level of confidence that Amazon Comprehend has in the accuracy of its detection of the NEGATIVE
sentiment.
Float neutral
The level of confidence that Amazon Comprehend has in the accuracy of its detection of the NEUTRAL
sentiment.
Float mixed
The level of confidence that Amazon Comprehend has in the accuracy of its detection of the MIXED
sentiment.
String jobName
The identifier of the job.
String documentClassifierArn
The Amazon Resource Name (ARN) of the document classifier to use to process the job.
InputDataConfig inputDataConfig
Specifies the format and location of the input data for the job.
OutputDataConfig outputDataConfig
Specifies where to send the output files.
String dataAccessRoleArn
The Amazon Resource Name (ARN) of the AWS Identity and Access Management (IAM) role that grants Amazon Comprehend read access to your input data.
String clientRequestToken
A unique identifier for the request. If you do not set the client request token, Amazon Comprehend generates one.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your document classification job. For more information, see Amazon VPC.
String jobId
The identifier generated for the job. To get the status of the job, use this identifier with the operation.
String jobStatus
The status of the job:
SUBMITTED - The job has been received and 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. For details, use the operation.
STOP_REQUESTED - Amazon Comprehend has received a stop request for the job and is processing the request.
STOPPED - The job was successfully stopped without completing.
InputDataConfig inputDataConfig
Specifies the format and location of the input data for the job.
OutputDataConfig outputDataConfig
Specifies where to send the output files.
String dataAccessRoleArn
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< /a>.
String jobName
An identifier for the job.
String clientRequestToken
A unique identifier for the request. If you do not set the client request token, Amazon Comprehend generates one.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your dominant language detection job. For more information, see Amazon VPC.
String jobId
The identifier generated for the job. To get the status of a job, use this identifier with the operation.
String jobStatus
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.
InputDataConfig inputDataConfig
Specifies the format and location of the input data for the job.
OutputDataConfig outputDataConfig
Specifies where to send the output files.
String dataAccessRoleArn
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< /a>.
String jobName
The identifier of the job.
String entityRecognizerArn
The Amazon Resource Name (ARN) that identifies the specific entity recognizer to be used by the
StartEntitiesDetectionJob. This ARN is optional and is only used for a custom entity recognition
job.
String languageCode
The language of the input documents. All documents must be in the same language. You can specify any of the languages supported by Amazon Comprehend: English ("en"), Spanish ("es"), French ("fr"), German ("de"), Italian ("it"), or Portuguese ("pt"). If custom entities recognition is used, this parameter is ignored and the language used for training the model is used instead.
String clientRequestToken
A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your entity detection job. For more information, see Amazon VPC.
String jobId
The identifier generated for the job. To get the status of job, use this identifier with the operation.
String jobStatus
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.
STOP_REQUESTED - Amazon Comprehend has received a stop request for the job and is processing the request.
STOPPED - The job was successfully stopped without completing.
InputDataConfig inputDataConfig
Specifies the format and location of the input data for the job.
OutputDataConfig outputDataConfig
Specifies where to send the output files.
String dataAccessRoleArn
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< /a>.
String jobName
The identifier of the job.
String languageCode
The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.
String clientRequestToken
A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your key phrases detection job. For more information, see Amazon VPC.
String jobId
The identifier generated for the job. To get the status of a job, use this identifier with the operation.
String jobStatus
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.
InputDataConfig inputDataConfig
Specifies the format and location of the input data for the job.
OutputDataConfig outputDataConfig
Specifies where to send the output files.
String dataAccessRoleArn
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< /a>.
String jobName
The identifier of the job.
String languageCode
The language of the input documents. You can specify English ("en") or Spanish ("es"). All documents must be in the same language.
String clientRequestToken
A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your sentiment detection job. For more information, see Amazon VPC.
String jobId
The identifier generated for the job. To get the status of a job, use this identifier with the operation.
String jobStatus
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.
InputDataConfig inputDataConfig
Specifies the format and location of the input data for the job.
OutputDataConfig outputDataConfig
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
String dataAccessRoleArn
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< /a>.
String jobName
The identifier of the job.
Integer numberOfTopics
The number of topics to detect.
String clientRequestToken
A unique identifier for the request. If you do not set the client request token, Amazon Comprehend generates one.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your topic detection job. For more information, see Amazon VPC.
String jobId
The identifier generated for the job. To get the status of the job, use this identifier with the
DescribeTopicDetectionJob operation.
String jobStatus
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.
String jobId
The identifier of the dominant language detection job to stop.
String jobId
The identifier of the entities detection job to stop.
String jobId
The identifier of the key phrases detection job to stop.
String jobId
The identifier of the sentiment detection job to stop.
String documentClassifierArn
The Amazon Resource Name (ARN) that identifies the document classifier currently being trained.
String entityRecognizerArn
The Amazon Resource Name (ARN) that identifies the entity recognizer currently being trained.
Integer tokenId
A unique identifier for a token.
String text
The word that was recognized in the source text.
Integer beginOffset
The zero-based offset from the beginning of the source text to the first character in the word.
Integer endOffset
The zero-based offset from the beginning of the source text to the last character in the word.
PartOfSpeechTag partOfSpeech
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.
String key
The initial part of a key-value pair that forms a tag associated with a given resource. For instance, if you want to show which resources are used by which departments, you might use “Department” as the key portion of the pair, with multiple possible values such as “sales,” “legal,” and “administration.”
String value
The second part of a key-value pair that forms a tag associated with a given resource. For instance, if you want to show which resources are used by which departments, you might use “Department” as the initial (key) portion of the pair, with a value of “sales” to indicate the sales department.
String resourceArn
The Amazon Resource Name (ARN) of the given Amazon Comprehend resource to which you want to associate the tags.
List<E> tags
Tags being associated with a specific Amazon Comprehend resource. There can be a maximum of 50 tags (both existing and pending) associated with a specific resource.
String jobName
String jobStatus
Filters the list of topic detection jobs based on job status. Returns only jobs with the specified status.
Date submitTimeBefore
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.
Date submitTimeAfter
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.
String jobId
The identifier assigned to the topic detection job.
String jobName
The name of the topic detection job.
String jobStatus
The current status of the topic detection job. If the status is Failed, the reason for the failure
is shown in the Message field.
String message
A description for the status of a job.
Date submitTime
The time that the topic detection job was submitted for processing.
Date endTime
The time that the topic detection job was completed.
InputDataConfig inputDataConfig
The input data configuration supplied when you created the topic detection job.
OutputDataConfig outputDataConfig
The output data configuration supplied when you created the topic detection job.
Integer numberOfTopics
The number of topics to detect supplied when you created the topic detection job. The default is 10.
String dataAccessRoleArn
The Amazon Resource Name (ARN) of the AWS Identity and Management (IAM) role that grants Amazon Comprehend read access to your job data.
String volumeKmsKeyId
ID for the AWS Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:
KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
Amazon Resource Name (ARN) of a KMS Key:
"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
VpcConfig vpcConfig
Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your topic detection job. For more information, see Amazon VPC.
String resourceArn
The Amazon Resource Name (ARN) of the given Amazon Comprehend resource from which you want to remove the tags.
List<E> tagKeys
The initial part of a key-value pair that forms a tag being removed from a given resource. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department. Keys must be unique and cannot be duplicated for a particular resource.
List<E> securityGroupIds
The ID number for a security group on an instance of your private VPC. Security groups on your VPC function serve as a virtual firewall to control inbound and outbound traffic and provides security for the resources that you’ll be accessing on the VPC. This ID number is preceded by "sg-", for instance: "sg-03b388029b0a285ea". For more information, see Security Groups for your VPC.
List<E> subnets
The ID for each subnet being used in your private VPC. This subnet is a subset of the a range of IPv4 addresses used by the VPC and is specific to a given availability zone in the VPC’s region. This ID number is preceded by "subnet-", for instance: "subnet-04ccf456919e69055". For more information, see VPCs and Subnets.
Copyright © 2019. All rights reserved.