Chilkat Online Tools

SQL Server / Salesforce Platform APIs / Prediction models

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-- Important: See this note about string length limitations for strings returned by sp_OAMethod calls.
--
CREATE PROCEDURE ChilkatSample
AS
BEGIN
    DECLARE @hr int
    -- Important: Do not use nvarchar(max).  See the warning about using nvarchar(max).
    DECLARE @sTmp0 nvarchar(4000)
    -- This example assumes the Chilkat API to have been previously unlocked.
    -- See Global Unlock Sample for sample code.

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

    DECLARE @success int

    -- Adds the "Authorization: Bearer <access_token>" header.
    EXEC sp_OASetProperty @http, 'AuthToken', '<access_token>'

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

    EXEC sp_OAMethod @http, 'QuickGetSb', @success OUT, 'https://domain.com/services/data/v{{version}}/smartdatadiscovery/predictionDefinitions/:PREDICTION_DEFINITION_ID/models', @sbResponseBody
    IF @success = 0
      BEGIN
        EXEC sp_OAGetProperty @http, 'LastErrorText', @sTmp0 OUT
        PRINT @sTmp0
        EXEC @hr = sp_OADestroy @http
        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
    EXEC sp_OASetProperty @jResp, 'EmitCompact', 0


    PRINT 'Response Body:'
    EXEC sp_OAMethod @jResp, 'Emit', @sTmp0 OUT
    PRINT @sTmp0

    DECLARE @respStatusCode int
    EXEC sp_OAGetProperty @http, 'LastStatus', @respStatusCode OUT

    PRINT 'Response Status Code = ' + @respStatusCode
    IF @respStatusCode >= 400
      BEGIN

        PRINT 'Response Header:'
        EXEC sp_OAGetProperty @http, 'LastHeader', @sTmp0 OUT
        PRINT @sTmp0

        PRINT 'Failed.'
        EXEC @hr = sp_OADestroy @http
        EXEC @hr = sp_OADestroy @sbResponseBody
        EXEC @hr = sp_OADestroy @jResp
        RETURN
      END

    -- Sample JSON response:
    -- (Sample code for parsing the JSON response is shown below)

    -- {
    --   "models": [
    --     {
    --       "createdBy": {
    --         "id": "0055Y00000DWwAIQA1",
    --         "name": "Philippe Ozil",
    --         "profilePhotoUrl": "https://crm-analytics-deorg-dev-ed--c.documentforce.com/profilephoto/005/T"
    --       },
    --       "createdDate": "2021-03-04T13:37:03.000Z",
    --       "fieldMappingList": [
    --         {
    --           "modelField": {
    --             "label": "Category",
    --             "name": "Category",
    --             "type": "Text"
    --           }
    --         },
    --         {
    --           "modelField": {
    --             "label": "Sales",
    --             "name": "Sales",
    --             "type": "Number"
    --           }
    --         },
    --         {
    --           "modelField": {
    --             "label": "Profit per Order",
    --             "name": "Profit_per_Order",
    --             "type": "Number"
    --           }
    --         },
    --         {
    --           "modelField": {
    --             "label": "Sub-Category",
    --             "name": "Sub_Category",
    --             "type": "Text"
    --           }
    --         },
    --         {
    --           "modelField": {
    --             "label": "Quantity",
    --             "name": "Quantity",
    --             "type": "Number"
    --           }
    --         }
    --       ],
    --       "filters": [
    --       ],
    --       "historyUrl": "/services/data/v51.0/smartdatadiscovery/predictiondefinitions/1OR5Y0000010ws8WAA/models/1Ot5Y0000010wzNSAQ/histories",
    --       "id": "1Ot5Y0000010wzNSAQ",
    --       "isRefreshEnabled": false,
    --       "label": "superstore-orders",
    --       "lastModifiedBy": {
    --         "id": "0055Y00000DWwAIQA1",
    --         "name": "Philippe Ozil",
    --         "profilePhotoUrl": "https://crm-analytics-deorg-dev-ed--c.documentforce.com/profilephoto/005/T"
    --       },
    --       "lastModifiedDate": "2021-03-04T13:37:03.000Z",
    --       "model": {
    --         "id": "1OT5Y0000010zlzWAA"
    --       },
    --       "modelType": "Regression",
    --       "name": "superstore_orders",
    --       "predictionDefinitionUrl": "/services/data/v51.0/smartdatadiscovery/predictiondefinitions/1OR5Y0000010ws8WAA",
    --       "prescribableFields": [
    --         {
    --           "customDefinitions": [
    --           ],
    --           "field": {
    --             "label": "Quantity",
    --             "name": "Quantity",
    --             "type": "Number"
    --           }
    --         }
    --       ],
    --       "sortOrder": 0,
    --       "status": "Enabled",
    --       "url": "/services/data/v51.0/smartdatadiscovery/predictiondefinitions/1OR5Y0000010ws8WAA/models/1Ot5Y0000010wzNSAQ"
    --     }
    --   ],
    --   "totalSize": 1,
    --   "url": "/services/data/v51.0/smartdatadiscovery/predictiondefinitions/1OR5Y0000010ws8WAA/models"
    -- }

    -- Sample code for parsing the JSON response...
    -- Use this online tool to generate parsing code from sample JSON: Generate JSON Parsing Code

    DECLARE @Id nvarchar(4000)

    DECLARE @Name nvarchar(4000)

    DECLARE @ProfilePhotoUrl nvarchar(4000)

    DECLARE @createdDate nvarchar(4000)

    DECLARE @historyUrl nvarchar(4000)

    DECLARE @id nvarchar(4000)

    DECLARE @isRefreshEnabled int

    DECLARE @label nvarchar(4000)

    DECLARE @lastModifiedById nvarchar(4000)

    DECLARE @lastModifiedByName nvarchar(4000)

    DECLARE @lastModifiedByProfilePhotoUrl nvarchar(4000)

    DECLARE @lastModifiedDate nvarchar(4000)

    DECLARE @modelId nvarchar(4000)

    DECLARE @modelType nvarchar(4000)

    DECLARE @name nvarchar(4000)

    DECLARE @predictionDefinitionUrl nvarchar(4000)

    DECLARE @sortOrder int

    DECLARE @status nvarchar(4000)

    DECLARE @j int

    DECLARE @count_j int

    DECLARE @Label nvarchar(4000)

    DECLARE @modelFieldName nvarchar(4000)

    DECLARE @v_Type nvarchar(4000)

    DECLARE @fieldLabel nvarchar(4000)

    DECLARE @fieldName nvarchar(4000)

    DECLARE @fieldType nvarchar(4000)

    DECLARE @k int

    DECLARE @count_k int

    DECLARE @totalSize int
    EXEC sp_OAMethod @jResp, 'IntOf', @totalSize OUT, 'totalSize'
    DECLARE @url nvarchar(4000)
    EXEC sp_OAMethod @jResp, 'StringOf', @url OUT, 'url'
    DECLARE @i int
    SELECT @i = 0
    DECLARE @count_i int
    EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_i OUT, 'models'
    WHILE @i < @count_i
      BEGIN
        EXEC sp_OASetProperty @jResp, 'I', @i
        EXEC sp_OAMethod @jResp, 'StringOf', @Id OUT, 'models[i].createdBy.id'
        EXEC sp_OAMethod @jResp, 'StringOf', @Name OUT, 'models[i].createdBy.name'
        EXEC sp_OAMethod @jResp, 'StringOf', @ProfilePhotoUrl OUT, 'models[i].createdBy.profilePhotoUrl'
        EXEC sp_OAMethod @jResp, 'StringOf', @createdDate OUT, 'models[i].createdDate'
        EXEC sp_OAMethod @jResp, 'StringOf', @historyUrl OUT, 'models[i].historyUrl'
        EXEC sp_OAMethod @jResp, 'StringOf', @id OUT, 'models[i].id'
        EXEC sp_OAMethod @jResp, 'BoolOf', @isRefreshEnabled OUT, 'models[i].isRefreshEnabled'
        EXEC sp_OAMethod @jResp, 'StringOf', @label OUT, 'models[i].label'
        EXEC sp_OAMethod @jResp, 'StringOf', @lastModifiedById OUT, 'models[i].lastModifiedBy.id'
        EXEC sp_OAMethod @jResp, 'StringOf', @lastModifiedByName OUT, 'models[i].lastModifiedBy.name'
        EXEC sp_OAMethod @jResp, 'StringOf', @lastModifiedByProfilePhotoUrl OUT, 'models[i].lastModifiedBy.profilePhotoUrl'
        EXEC sp_OAMethod @jResp, 'StringOf', @lastModifiedDate OUT, 'models[i].lastModifiedDate'
        EXEC sp_OAMethod @jResp, 'StringOf', @modelId OUT, 'models[i].model.id'
        EXEC sp_OAMethod @jResp, 'StringOf', @modelType OUT, 'models[i].modelType'
        EXEC sp_OAMethod @jResp, 'StringOf', @name OUT, 'models[i].name'
        EXEC sp_OAMethod @jResp, 'StringOf', @predictionDefinitionUrl OUT, 'models[i].predictionDefinitionUrl'
        EXEC sp_OAMethod @jResp, 'IntOf', @sortOrder OUT, 'models[i].sortOrder'
        EXEC sp_OAMethod @jResp, 'StringOf', @status OUT, 'models[i].status'
        EXEC sp_OAMethod @jResp, 'StringOf', @url OUT, 'models[i].url'
        SELECT @j = 0
        EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_j OUT, 'models[i].fieldMappingList'
        WHILE @j < @count_j
          BEGIN
            EXEC sp_OASetProperty @jResp, 'J', @j
            EXEC sp_OAMethod @jResp, 'StringOf', @Label OUT, 'models[i].fieldMappingList[j].modelField.label'
            EXEC sp_OAMethod @jResp, 'StringOf', @modelFieldName OUT, 'models[i].fieldMappingList[j].modelField.name'
            EXEC sp_OAMethod @jResp, 'StringOf', @v_Type OUT, 'models[i].fieldMappingList[j].modelField.type'
            SELECT @j = @j + 1
          END
        SELECT @j = 0
        EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_j OUT, 'models[i].filters'
        WHILE @j < @count_j
          BEGIN
            EXEC sp_OASetProperty @jResp, 'J', @j
            SELECT @j = @j + 1
          END
        SELECT @j = 0
        EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_j OUT, 'models[i].prescribableFields'
        WHILE @j < @count_j
          BEGIN
            EXEC sp_OASetProperty @jResp, 'J', @j
            EXEC sp_OAMethod @jResp, 'StringOf', @fieldLabel OUT, 'models[i].prescribableFields[j].field.label'
            EXEC sp_OAMethod @jResp, 'StringOf', @fieldName OUT, 'models[i].prescribableFields[j].field.name'
            EXEC sp_OAMethod @jResp, 'StringOf', @fieldType OUT, 'models[i].prescribableFields[j].field.type'
            SELECT @k = 0
            EXEC sp_OAMethod @jResp, 'SizeOfArray', @count_k OUT, 'models[i].prescribableFields[j].customDefinitions'
            WHILE @k < @count_k
              BEGIN
                EXEC sp_OASetProperty @jResp, 'K', @k
                SELECT @k = @k + 1
              END
            SELECT @j = @j + 1
          END
        SELECT @i = @i + 1
      END

    EXEC @hr = sp_OADestroy @http
    EXEC @hr = sp_OADestroy @sbResponseBody
    EXEC @hr = sp_OADestroy @jResp


END
GO

Curl Command

curl -X GET
	-H "Authorization: Bearer <access_token>"
https://domain.com/services/data/v{{version}}/smartdatadiscovery/predictionDefinitions/:PREDICTION_DEFINITION_ID/models

Postman Collection Item JSON

{
  "name": "Prediction models",
  "request": {
    "method": "GET",
    "header": [
    ],
    "url": {
      "raw": "{{_endpoint}}/services/data/v{{version}}/smartdatadiscovery/predictionDefinitions/:PREDICTION_DEFINITION_ID/models",
      "host": [
        "{{_endpoint}}"
      ],
      "path": [
        "services",
        "data",
        "v{{version}}",
        "smartdatadiscovery",
        "predictionDefinitions",
        ":PREDICTION_DEFINITION_ID",
        "models"
      ],
      "variable": [
        {
          "key": "PREDICTION_DEFINITION_ID",
          "value": ""
        }
      ]
    },
    "description": "Get available prediction definitions."
  },
  "response": [
    {
      "name": "Prediction models",
      "originalRequest": {
        "method": "GET",
        "header": [
        ],
        "url": {
          "raw": "{{_endpoint}}/services/data/v{{version}}/smartdatadiscovery/predictionDefinitions/1OR5Y0000010ws8WAA/models",
          "host": [
            "{{_endpoint}}"
          ],
          "path": [
            "services",
            "data",
            "v{{version}}",
            "smartdatadiscovery",
            "predictionDefinitions",
            "1OR5Y0000010ws8WAA",
            "models"
          ]
        }
      },
      "status": "OK",
      "code": 200,
      "_postman_previewlanguage": "json",
      "header": [
        {
          "key": "Date",
          "value": "Thu, 04 Mar 2021 13:48:31 GMT"
        },
        {
          "key": "Strict-Transport-Security",
          "value": "max-age=31536002; includeSubDomains"
        },
        {
          "key": "Expect-CT",
          "value": "max-age=86400, report-uri=\"https://a.forcesslreports.com/Expect-CT-report/00D5Y000001crJvm\""
        },
        {
          "key": "X-Content-Type-Options",
          "value": "nosniff"
        },
        {
          "key": "X-XSS-Protection",
          "value": "1; mode=block"
        },
        {
          "key": "X-Robots-Tag",
          "value": "none"
        },
        {
          "key": "Cache-Control",
          "value": "no-cache,must-revalidate,max-age=0,no-store,private"
        },
        {
          "key": "Content-Type",
          "value": "application/json;charset=UTF-8"
        },
        {
          "key": "Vary",
          "value": "Accept-Encoding"
        },
        {
          "key": "Content-Encoding",
          "value": "gzip"
        },
        {
          "key": "Transfer-Encoding",
          "value": "chunked"
        }
      ],
      "cookie": [
      ],
      "body": "{\n    \"models\": [\n        {\n            \"createdBy\": {\n                \"id\": \"0055Y00000DWwAIQA1\",\n                \"name\": \"Philippe Ozil\",\n                \"profilePhotoUrl\": \"https://crm-analytics-deorg-dev-ed--c.documentforce.com/profilephoto/005/T\"\n            },\n            \"createdDate\": \"2021-03-04T13:37:03.000Z\",\n            \"fieldMappingList\": [\n                {\n                    \"modelField\": {\n                        \"label\": \"Category\",\n                        \"name\": \"Category\",\n                        \"type\": \"Text\"\n                    }\n                },\n                {\n                    \"modelField\": {\n                        \"label\": \"Sales\",\n                        \"name\": \"Sales\",\n                        \"type\": \"Number\"\n                    }\n                },\n                {\n                    \"modelField\": {\n                        \"label\": \"Profit per Order\",\n                        \"name\": \"Profit_per_Order\",\n                        \"type\": \"Number\"\n                    }\n                },\n                {\n                    \"modelField\": {\n                        \"label\": \"Sub-Category\",\n                        \"name\": \"Sub_Category\",\n                        \"type\": \"Text\"\n                    }\n                },\n                {\n                    \"modelField\": {\n                        \"label\": \"Quantity\",\n                        \"name\": \"Quantity\",\n                        \"type\": \"Number\"\n                    }\n                }\n            ],\n            \"filters\": [],\n            \"historyUrl\": \"/services/data/v51.0/smartdatadiscovery/predictiondefinitions/1OR5Y0000010ws8WAA/models/1Ot5Y0000010wzNSAQ/histories\",\n            \"id\": \"1Ot5Y0000010wzNSAQ\",\n            \"isRefreshEnabled\": false,\n            \"label\": \"superstore-orders\",\n            \"lastModifiedBy\": {\n                \"id\": \"0055Y00000DWwAIQA1\",\n                \"name\": \"Philippe Ozil\",\n                \"profilePhotoUrl\": \"https://crm-analytics-deorg-dev-ed--c.documentforce.com/profilephoto/005/T\"\n            },\n            \"lastModifiedDate\": \"2021-03-04T13:37:03.000Z\",\n            \"model\": {\n                \"id\": \"1OT5Y0000010zlzWAA\"\n            },\n            \"modelType\": \"Regression\",\n            \"name\": \"superstore_orders\",\n            \"predictionDefinitionUrl\": \"/services/data/v51.0/smartdatadiscovery/predictiondefinitions/1OR5Y0000010ws8WAA\",\n            \"prescribableFields\": [\n                {\n                    \"customDefinitions\": [],\n                    \"field\": {\n                        \"label\": \"Quantity\",\n                        \"name\": \"Quantity\",\n                        \"type\": \"Number\"\n                    }\n                }\n            ],\n            \"sortOrder\": 0,\n            \"status\": \"Enabled\",\n            \"url\": \"/services/data/v51.0/smartdatadiscovery/predictiondefinitions/1OR5Y0000010ws8WAA/models/1Ot5Y0000010wzNSAQ\"\n        }\n    ],\n    \"totalSize\": 1,\n    \"url\": \"/services/data/v51.0/smartdatadiscovery/predictiondefinitions/1OR5Y0000010ws8WAA/models\"\n}"
    }
  ]
}