Chilkat Online Tools

ListDocumentClassifiers SQL Server Example

Amazon Comprehend

CREATE PROCEDURE ChilkatSample
AS
BEGIN
    DECLARE @hr int
    DECLARE @iTmp0 int
    DECLARE @sTmp0 nvarchar(max)
    -- This example requires the Chilkat API to have been previously unlocked.
    -- See Global Unlock Sample for sample code.

    DECLARE @rest int
    EXEC @hr = sp_OACreate 'Chilkat_9_5_0.Rest', @rest OUT
    IF @hr <> 0
    BEGIN
        PRINT 'Failed to create ActiveX component'
        RETURN
    END

    DECLARE @success int

    DECLARE @authAws int
    EXEC @hr = sp_OACreate 'Chilkat_9_5_0.AuthAws', @authAws OUT

    EXEC sp_OASetProperty @authAws, 'AccessKey', 'AWS_ACCESS_KEY'
    EXEC sp_OASetProperty @authAws, 'SecretKey', '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.)
    EXEC sp_OASetProperty @authAws, 'Region', 'us-west-2'
    EXEC sp_OASetProperty @authAws, 'ServiceName', 'comprehend'
    -- SetAuthAws causes Chilkat to automatically add the following headers: Authorization, X-Amz-Date
    EXEC sp_OAMethod @rest, 'SetAuthAws', @success OUT, @authAws

    -- URL: https://comprehend.us-west-2.amazonaws.com/
    -- Use the same region as specified above.
    EXEC sp_OAMethod @rest, 'Connect', @success OUT, 'comprehend.us-west-2.amazonaws.com', 443, 1, 1
    IF @success <> 1
      BEGIN

        EXEC sp_OAGetProperty @rest, 'ConnectFailReason', @iTmp0 OUT
        PRINT 'ConnectFailReason: ' + @iTmp0
        EXEC sp_OAGetProperty @rest, 'LastErrorText', @sTmp0 OUT
        PRINT @sTmp0
        EXEC @hr = sp_OADestroy @rest
        EXEC @hr = sp_OADestroy @authAws
        RETURN
      END

    -- 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

    DECLARE @json int
    EXEC @hr = sp_OACreate 'Chilkat_9_5_0.JsonObject', @json OUT

    EXEC sp_OAMethod @json, 'UpdateString', @success OUT, 'Filter.DocumentClassifierName', 'string'
    EXEC sp_OAMethod @json, 'UpdateString', @success OUT, 'Filter.Status', 'string'
    EXEC sp_OAMethod @json, 'UpdateInt', @success OUT, 'Filter.SubmitTimeAfter', 123
    EXEC sp_OAMethod @json, 'UpdateInt', @success OUT, 'Filter.SubmitTimeBefore', 123
    EXEC sp_OAMethod @json, 'UpdateInt', @success OUT, 'MaxResults', 123
    EXEC sp_OAMethod @json, 'UpdateString', @success OUT, 'NextToken', 'string'

    -- The JSON request body created by the above code:

    -- {
    --   "Filter": {
    --     "DocumentClassifierName": "string",
    --     "Status": "string",
    --     "SubmitTimeAfter": number,
    --     "SubmitTimeBefore": number
    --   },
    --   "MaxResults": number,
    --   "NextToken": "string"
    -- }

    EXEC sp_OAMethod @rest, 'AddHeader', @success OUT, 'Content-Type', 'application/x-amz-json-1.1'
    EXEC sp_OAMethod @rest, 'AddHeader', @success OUT, 'X-Amz-Target', 'Comprehend_20171127.ListDocumentClassifiers'

    DECLARE @sbRequestBody int
    EXEC @hr = sp_OACreate 'Chilkat_9_5_0.StringBuilder', @sbRequestBody OUT

    EXEC sp_OAMethod @json, 'EmitSb', @success OUT, @sbRequestBody
    DECLARE @sbResponseBody int
    EXEC @hr = sp_OACreate 'Chilkat_9_5_0.StringBuilder', @sbResponseBody OUT

    EXEC sp_OAMethod @rest, 'FullRequestSb', @success OUT, 'POST', '/', @sbRequestBody, @sbResponseBody
    IF @success <> 1
      BEGIN
        EXEC sp_OAGetProperty @rest, 'LastErrorText', @sTmp0 OUT
        PRINT @sTmp0
        EXEC @hr = sp_OADestroy @rest
        EXEC @hr = sp_OADestroy @authAws
        EXEC @hr = sp_OADestroy @json
        EXEC @hr = sp_OADestroy @sbRequestBody
        EXEC @hr = sp_OADestroy @sbResponseBody
        RETURN
      END
    DECLARE @respStatusCode int
    EXEC sp_OAGetProperty @rest, 'ResponseStatusCode', @respStatusCode OUT

    PRINT 'response status code = ' + @respStatusCode
    IF @respStatusCode <> 200
      BEGIN

        PRINT 'Response Header:'
        EXEC sp_OAGetProperty @rest, 'ResponseHeader', @sTmp0 OUT
        PRINT @sTmp0

        PRINT 'Response Body:'
        EXEC sp_OAMethod @sbResponseBody, 'GetAsString', @sTmp0 OUT
        PRINT @sTmp0
        EXEC @hr = sp_OADestroy @rest
        EXEC @hr = sp_OADestroy @authAws
        EXEC @hr = sp_OADestroy @json
        EXEC @hr = sp_OADestroy @sbRequestBody
        EXEC @hr = sp_OADestroy @sbResponseBody
        RETURN
      END

    DECLARE @jResp int
    EXEC @hr = sp_OACreate 'Chilkat_9_5_0.JsonObject', @jResp OUT

    EXEC sp_OAMethod @jResp, 'LoadSb', @success OUT, @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

    DECLARE @Accuracy int

    DECLARE @F1Score int

    DECLARE @HammingLoss int

    DECLARE @MicroF1Score int

    DECLARE @MicroPrecision int

    DECLARE @MicroRecall int

    DECLARE @Precision int

    DECLARE @Recall int

    DECLARE @NumberOfLabels int

    DECLARE @NumberOfTestDocuments int

    DECLARE @NumberOfTrainedDocuments int

    DECLARE @DataAccessRoleArn nvarchar(max)

    DECLARE @DocumentClassifierArn nvarchar(max)

    DECLARE @EndTime int

    DECLARE @DataFormat nvarchar(max)

    DECLARE @LabelDelimiter nvarchar(max)

    DECLARE @S3Uri nvarchar(max)

    DECLARE @TestS3Uri nvarchar(max)

    DECLARE @LanguageCode nvarchar(max)

    DECLARE @Message nvarchar(max)

    DECLARE @Mode nvarchar(max)

    DECLARE @ModelKmsKeyId nvarchar(max)

    DECLARE @KmsKeyId nvarchar(max)

    DECLARE @OutputDataConfigS3Uri nvarchar(max)

    DECLARE @SourceModelArn nvarchar(max)

    DECLARE @Status nvarchar(max)

    DECLARE @SubmitTime int

    DECLARE @TrainingEndTime int

    DECLARE @TrainingStartTime int

    DECLARE @VersionName nvarchar(max)

    DECLARE @VolumeKmsKeyId nvarchar(max)

    DECLARE @j int

    DECLARE @count_j int

    DECLARE @AnnotationDataS3Uri nvarchar(max)

    DECLARE @DocumentType nvarchar(max)

    DECLARE @SourceDocumentsS3Uri nvarchar(max)

    DECLARE @Split nvarchar(max)

    DECLARE @k int

    DECLARE @count_k int

    DECLARE @strVal nvarchar(max)

    DECLARE @NextToken nvarchar(max)
    EXEC sp_OAMethod @jResp, 'StringOf', @NextToken OUT, 'NextToken'
    DECLARE @i int
    SELECT @i = 0
    DECLARE @count_i int
    EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_i OUT, 'DocumentClassifierPropertiesList'
    WHILE @i < @count_i
      BEGIN
        EXEC sp_OASetProperty @jResp, 'I', @i
        EXEC sp_OAMethod @jResp, 'IntOf', @Accuracy OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.EvaluationMetrics.Accuracy'
        EXEC sp_OAMethod @jResp, 'IntOf', @F1Score OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.EvaluationMetrics.F1Score'
        EXEC sp_OAMethod @jResp, 'IntOf', @HammingLoss OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.EvaluationMetrics.HammingLoss'
        EXEC sp_OAMethod @jResp, 'IntOf', @MicroF1Score OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.EvaluationMetrics.MicroF1Score'
        EXEC sp_OAMethod @jResp, 'IntOf', @MicroPrecision OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.EvaluationMetrics.MicroPrecision'
        EXEC sp_OAMethod @jResp, 'IntOf', @MicroRecall OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.EvaluationMetrics.MicroRecall'
        EXEC sp_OAMethod @jResp, 'IntOf', @Precision OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.EvaluationMetrics.Precision'
        EXEC sp_OAMethod @jResp, 'IntOf', @Recall OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.EvaluationMetrics.Recall'
        EXEC sp_OAMethod @jResp, 'IntOf', @NumberOfLabels OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.NumberOfLabels'
        EXEC sp_OAMethod @jResp, 'IntOf', @NumberOfTestDocuments OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.NumberOfTestDocuments'
        EXEC sp_OAMethod @jResp, 'IntOf', @NumberOfTrainedDocuments OUT, 'DocumentClassifierPropertiesList[i].ClassifierMetadata.NumberOfTrainedDocuments'
        EXEC sp_OAMethod @jResp, 'StringOf', @DataAccessRoleArn OUT, 'DocumentClassifierPropertiesList[i].DataAccessRoleArn'
        EXEC sp_OAMethod @jResp, 'StringOf', @DocumentClassifierArn OUT, 'DocumentClassifierPropertiesList[i].DocumentClassifierArn'
        EXEC sp_OAMethod @jResp, 'IntOf', @EndTime OUT, 'DocumentClassifierPropertiesList[i].EndTime'
        EXEC sp_OAMethod @jResp, 'StringOf', @DataFormat OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.DataFormat'
        EXEC sp_OAMethod @jResp, 'StringOf', @LabelDelimiter OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.LabelDelimiter'
        EXEC sp_OAMethod @jResp, 'StringOf', @S3Uri OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.S3Uri'
        EXEC sp_OAMethod @jResp, 'StringOf', @TestS3Uri OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.TestS3Uri'
        EXEC sp_OAMethod @jResp, 'StringOf', @LanguageCode OUT, 'DocumentClassifierPropertiesList[i].LanguageCode'
        EXEC sp_OAMethod @jResp, 'StringOf', @Message OUT, 'DocumentClassifierPropertiesList[i].Message'
        EXEC sp_OAMethod @jResp, 'StringOf', @Mode OUT, 'DocumentClassifierPropertiesList[i].Mode'
        EXEC sp_OAMethod @jResp, 'StringOf', @ModelKmsKeyId OUT, 'DocumentClassifierPropertiesList[i].ModelKmsKeyId'
        EXEC sp_OAMethod @jResp, 'StringOf', @KmsKeyId OUT, 'DocumentClassifierPropertiesList[i].OutputDataConfig.KmsKeyId'
        EXEC sp_OAMethod @jResp, 'StringOf', @OutputDataConfigS3Uri OUT, 'DocumentClassifierPropertiesList[i].OutputDataConfig.S3Uri'
        EXEC sp_OAMethod @jResp, 'StringOf', @SourceModelArn OUT, 'DocumentClassifierPropertiesList[i].SourceModelArn'
        EXEC sp_OAMethod @jResp, 'StringOf', @Status OUT, 'DocumentClassifierPropertiesList[i].Status'
        EXEC sp_OAMethod @jResp, 'IntOf', @SubmitTime OUT, 'DocumentClassifierPropertiesList[i].SubmitTime'
        EXEC sp_OAMethod @jResp, 'IntOf', @TrainingEndTime OUT, 'DocumentClassifierPropertiesList[i].TrainingEndTime'
        EXEC sp_OAMethod @jResp, 'IntOf', @TrainingStartTime OUT, 'DocumentClassifierPropertiesList[i].TrainingStartTime'
        EXEC sp_OAMethod @jResp, 'StringOf', @VersionName OUT, 'DocumentClassifierPropertiesList[i].VersionName'
        EXEC sp_OAMethod @jResp, 'StringOf', @VolumeKmsKeyId OUT, 'DocumentClassifierPropertiesList[i].VolumeKmsKeyId'
        SELECT @j = 0
        EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_j OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.AugmentedManifests'
        WHILE @j < @count_j
          BEGIN
            EXEC sp_OASetProperty @jResp, 'J', @j
            EXEC sp_OAMethod @jResp, 'StringOf', @AnnotationDataS3Uri OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.AugmentedManifests[j].AnnotationDataS3Uri'
            EXEC sp_OAMethod @jResp, 'StringOf', @DocumentType OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.AugmentedManifests[j].DocumentType'
            EXEC sp_OAMethod @jResp, 'StringOf', @S3Uri OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.AugmentedManifests[j].S3Uri'
            EXEC sp_OAMethod @jResp, 'StringOf', @SourceDocumentsS3Uri OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.AugmentedManifests[j].SourceDocumentsS3Uri'
            EXEC sp_OAMethod @jResp, 'StringOf', @Split OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.AugmentedManifests[j].Split'
            SELECT @k = 0
            EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_k OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.AugmentedManifests[j].AttributeNames'
            WHILE @k < @count_k
              BEGIN
                EXEC sp_OASetProperty @jResp, 'K', @k
                EXEC sp_OAMethod @jResp, 'StringOf', @strVal OUT, 'DocumentClassifierPropertiesList[i].InputDataConfig.AugmentedManifests[j].AttributeNames[k]'
                SELECT @k = @k + 1
              END
            SELECT @j = @j + 1
          END
        SELECT @j = 0
        EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_j OUT, 'DocumentClassifierPropertiesList[i].VpcConfig.SecurityGroupIds'
        WHILE @j < @count_j
          BEGIN
            EXEC sp_OASetProperty @jResp, 'J', @j
            EXEC sp_OAMethod @jResp, 'StringOf', @strVal OUT, 'DocumentClassifierPropertiesList[i].VpcConfig.SecurityGroupIds[j]'
            SELECT @j = @j + 1
          END
        SELECT @j = 0
        EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_j OUT, 'DocumentClassifierPropertiesList[i].VpcConfig.Subnets'
        WHILE @j < @count_j
          BEGIN
            EXEC sp_OASetProperty @jResp, 'J', @j
            EXEC sp_OAMethod @jResp, 'StringOf', @strVal OUT, 'DocumentClassifierPropertiesList[i].VpcConfig.Subnets[j]'
            SELECT @j = @j + 1
          END
        SELECT @i = @i + 1
      END

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

    -- {
    --   "DocumentClassifierPropertiesList": [
    --     {
    --       "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"
    --         ]
    --       }
    --     }
    --   ],
    --   "NextToken": "string"
    -- }

    EXEC @hr = sp_OADestroy @rest
    EXEC @hr = sp_OADestroy @authAws
    EXEC @hr = sp_OADestroy @json
    EXEC @hr = sp_OADestroy @sbRequestBody
    EXEC @hr = sp_OADestroy @sbResponseBody
    EXEC @hr = sp_OADestroy @jResp


END
GO