Chilkat Online Tools

DescribeDocumentClassifier TCL Example

Amazon Comprehend

load ./chilkat.dll

# This example requires the Chilkat API to have been previously unlocked.
# See Global Unlock Sample for sample code.

set rest [new_CkRest]

set authAws [new_CkAuthAws]

CkAuthAws_put_AccessKey $authAws "AWS_ACCESS_KEY"
CkAuthAws_put_SecretKey $authAws "AWS_SECRET_KEY"

# Don't forget to change the region to your particular region. (Also make the same change in the call to Connect below.)
CkAuthAws_put_Region $authAws "us-west-2"
CkAuthAws_put_ServiceName $authAws "comprehend"
# SetAuthAws causes Chilkat to automatically add the following headers: Authorization, X-Amz-Date
CkRest_SetAuthAws $rest $authAws

# URL: https://comprehend.us-west-2.amazonaws.com/
# Use the same region as specified above.
set success [CkRest_Connect $rest "comprehend.us-west-2.amazonaws.com" 443 1 1]
if {$success != 1} then {
    puts "ConnectFailReason: [CkRest_get_ConnectFailReason $rest]"
    puts [CkRest_lastErrorText $rest]
    delete_CkRest $rest
    delete_CkAuthAws $authAws
    exit
}

# The following code creates the JSON request body.
# The JSON created by this code is shown below.

# Use this online tool to generate code from sample JSON:
# Generate Code to Create JSON

set json [new_CkJsonObject]

CkJsonObject_UpdateString $json "DocumentClassifierArn" "string"

# The JSON request body created by the above code:

# {
#   "DocumentClassifierArn": "string"
# }

CkRest_AddHeader $rest "Content-Type" "application/x-amz-json-1.1"
CkRest_AddHeader $rest "X-Amz-Target" "Comprehend_20171127.DescribeDocumentClassifier"

set sbRequestBody [new_CkStringBuilder]

CkJsonObject_EmitSb $json $sbRequestBody
set sbResponseBody [new_CkStringBuilder]

set success [CkRest_FullRequestSb $rest "POST" "/" $sbRequestBody $sbResponseBody]
if {$success != 1} then {
    puts [CkRest_lastErrorText $rest]
    delete_CkRest $rest
    delete_CkAuthAws $authAws
    delete_CkJsonObject $json
    delete_CkStringBuilder $sbRequestBody
    delete_CkStringBuilder $sbResponseBody
    exit
}

set respStatusCode [CkRest_get_ResponseStatusCode $rest]
puts "response status code = $respStatusCode"
if {$respStatusCode != 200} then {
    puts "Response Header:"
    puts [CkRest_responseHeader $rest]
    puts "Response Body:"
    puts [CkStringBuilder_getAsString $sbResponseBody]
    delete_CkRest $rest
    delete_CkAuthAws $authAws
    delete_CkJsonObject $json
    delete_CkStringBuilder $sbRequestBody
    delete_CkStringBuilder $sbResponseBody
    exit
}

set jResp [new_CkJsonObject]

CkJsonObject_LoadSb $jResp $sbResponseBody

# The following code parses the JSON response.
# A sample JSON response is shown below the sample code.

# Use this online tool to generate parsing code from sample JSON:
# Generate Parsing Code from JSON

set Accuracy [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.EvaluationMetrics.Accuracy"]
set F1Score [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.EvaluationMetrics.F1Score"]
set HammingLoss [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.EvaluationMetrics.HammingLoss"]
set MicroF1Score [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.EvaluationMetrics.MicroF1Score"]
set MicroPrecision [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.EvaluationMetrics.MicroPrecision"]
set MicroRecall [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.EvaluationMetrics.MicroRecall"]
set Precision [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.EvaluationMetrics.Precision"]
set Recall [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.EvaluationMetrics.Recall"]
set NumberOfLabels [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.NumberOfLabels"]
set NumberOfTestDocuments [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.NumberOfTestDocuments"]
set NumberOfTrainedDocuments [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.ClassifierMetadata.NumberOfTrainedDocuments"]
set DataAccessRoleArn [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.DataAccessRoleArn"]
set DocumentClassifierArn [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.DocumentClassifierArn"]
set EndTime [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.EndTime"]
set DataFormat [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.DataFormat"]
set LabelDelimiter [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.LabelDelimiter"]
set S3Uri [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.S3Uri"]
set TestS3Uri [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.TestS3Uri"]
set LanguageCode [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.LanguageCode"]
set Message [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.Message"]
set Mode [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.Mode"]
set ModelKmsKeyId [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.ModelKmsKeyId"]
set KmsKeyId [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.OutputDataConfig.KmsKeyId"]
set OutputDataConfigS3Uri [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.OutputDataConfig.S3Uri"]
set SourceModelArn [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.SourceModelArn"]
set Status [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.Status"]
set SubmitTime [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.SubmitTime"]
set TrainingEndTime [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.TrainingEndTime"]
set TrainingStartTime [CkJsonObject_IntOf $jResp "DocumentClassifierProperties.TrainingStartTime"]
set VersionName [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.VersionName"]
set VolumeKmsKeyId [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.VolumeKmsKeyId"]
set i 0
set count_i [CkJsonObject_SizeOfArray $jResp "DocumentClassifierProperties.InputDataConfig.AugmentedManifests"]
while {$i < $count_i} {
    CkJsonObject_put_I $jResp $i
    set AnnotationDataS3Uri [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.AugmentedManifests[i].AnnotationDataS3Uri"]
    set DocumentType [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.AugmentedManifests[i].DocumentType"]
    set S3Uri [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.AugmentedManifests[i].S3Uri"]
    set SourceDocumentsS3Uri [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.AugmentedManifests[i].SourceDocumentsS3Uri"]
    set Split [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.AugmentedManifests[i].Split"]
    set j 0
    set count_j [CkJsonObject_SizeOfArray $jResp "DocumentClassifierProperties.InputDataConfig.AugmentedManifests[i].AttributeNames"]
    while {$j < $count_j} {
        CkJsonObject_put_J $jResp $j
        set strVal [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.InputDataConfig.AugmentedManifests[i].AttributeNames[j]"]
        set j [expr $j + 1]
    }
    set i [expr $i + 1]
}
set i 0
set count_i [CkJsonObject_SizeOfArray $jResp "DocumentClassifierProperties.VpcConfig.SecurityGroupIds"]
while {$i < $count_i} {
    CkJsonObject_put_I $jResp $i
    set strVal [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.VpcConfig.SecurityGroupIds[i]"]
    set i [expr $i + 1]
}
set i 0
set count_i [CkJsonObject_SizeOfArray $jResp "DocumentClassifierProperties.VpcConfig.Subnets"]
while {$i < $count_i} {
    CkJsonObject_put_I $jResp $i
    set strVal [CkJsonObject_stringOf $jResp "DocumentClassifierProperties.VpcConfig.Subnets[i]"]
    set i [expr $i + 1]
}

# A sample JSON response body parsed by the above code:

# {
#   "DocumentClassifierProperties": {
#     "ClassifierMetadata": {
#       "EvaluationMetrics": {
#         "Accuracy": number,
#         "F1Score": number,
#         "HammingLoss": number,
#         "MicroF1Score": number,
#         "MicroPrecision": number,
#         "MicroRecall": number,
#         "Precision": number,
#         "Recall": number
#       },
#       "NumberOfLabels": number,
#       "NumberOfTestDocuments": number,
#       "NumberOfTrainedDocuments": number
#     },
#     "DataAccessRoleArn": "string",
#     "DocumentClassifierArn": "string",
#     "EndTime": number,
#     "InputDataConfig": {
#       "AugmentedManifests": [
#         {
#           "AnnotationDataS3Uri": "string",
#           "AttributeNames": [
#             "string"
#           ],
#           "DocumentType": "string",
#           "S3Uri": "string",
#           "SourceDocumentsS3Uri": "string",
#           "Split": "string"
#         }
#       ],
#       "DataFormat": "string",
#       "LabelDelimiter": "string",
#       "S3Uri": "string",
#       "TestS3Uri": "string"
#     },
#     "LanguageCode": "string",
#     "Message": "string",
#     "Mode": "string",
#     "ModelKmsKeyId": "string",
#     "OutputDataConfig": {
#       "KmsKeyId": "string",
#       "S3Uri": "string"
#     },
#     "SourceModelArn": "string",
#     "Status": "string",
#     "SubmitTime": number,
#     "TrainingEndTime": number,
#     "TrainingStartTime": number,
#     "VersionName": "string",
#     "VolumeKmsKeyId": "string",
#     "VpcConfig": {
#       "SecurityGroupIds": [
#         "string"
#       ],
#       "Subnets": [
#         "string"
#       ]
#     }
#   }
# }

delete_CkRest $rest
delete_CkAuthAws $authAws
delete_CkJsonObject $json
delete_CkStringBuilder $sbRequestBody
delete_CkStringBuilder $sbResponseBody
delete_CkJsonObject $jResp