Chilkat Online Tools

delphiAx / Salesforce Platform APIs / Prediction models

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var
http: TChilkatHttp;
success: Integer;
sbResponseBody: TChilkatStringBuilder;
jResp: TChilkatJsonObject;
respStatusCode: Integer;
Id: WideString;
Name: WideString;
ProfilePhotoUrl: WideString;
createdDate: WideString;
historyUrl: WideString;
id: WideString;
isRefreshEnabled: Integer;
label: WideString;
lastModifiedById: WideString;
lastModifiedByName: WideString;
lastModifiedByProfilePhotoUrl: WideString;
lastModifiedDate: WideString;
modelId: WideString;
modelType: WideString;
name: WideString;
predictionDefinitionUrl: WideString;
sortOrder: Integer;
status: WideString;
j: Integer;
count_j: Integer;
Label: WideString;
modelFieldName: WideString;
v_Type: WideString;
fieldLabel: WideString;
fieldName: WideString;
fieldType: WideString;
k: Integer;
count_k: Integer;
totalSize: Integer;
url: WideString;
i: Integer;
count_i: Integer;

begin
// This example assumes the Chilkat API to have been previously unlocked.
// See Global Unlock Sample for sample code.

http := TChilkatHttp.Create(Self);

// Adds the "Authorization: Bearer <access_token>" header.
http.AuthToken := '<access_token>';

sbResponseBody := TChilkatStringBuilder.Create(Self);
success := http.QuickGetSb('https://domain.com/services/data/v{{version}}/smartdatadiscovery/predictionDefinitions/:PREDICTION_DEFINITION_ID/models',sbResponseBody.ControlInterface);
if (success = 0) then
  begin
    Memo1.Lines.Add(http.LastErrorText);
    Exit;
  end;

jResp := TChilkatJsonObject.Create(Self);
jResp.LoadSb(sbResponseBody.ControlInterface);
jResp.EmitCompact := 0;

Memo1.Lines.Add('Response Body:');
Memo1.Lines.Add(jResp.Emit());

respStatusCode := http.LastStatus;
Memo1.Lines.Add('Response Status Code = ' + IntToStr(respStatusCode));
if (respStatusCode >= 400) then
  begin
    Memo1.Lines.Add('Response Header:');
    Memo1.Lines.Add(http.LastHeader);
    Memo1.Lines.Add('Failed.');
    Exit;
  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

totalSize := jResp.IntOf('totalSize');
url := jResp.StringOf('url');
i := 0;
count_i := jResp.SizeOfArray('models');
while i < count_i do
  begin
    jResp.I := i;
    Id := jResp.StringOf('models[i].createdBy.id');
    Name := jResp.StringOf('models[i].createdBy.name');
    ProfilePhotoUrl := jResp.StringOf('models[i].createdBy.profilePhotoUrl');
    createdDate := jResp.StringOf('models[i].createdDate');
    historyUrl := jResp.StringOf('models[i].historyUrl');
    id := jResp.StringOf('models[i].id');
    isRefreshEnabled := jResp.BoolOf('models[i].isRefreshEnabled');
    label := jResp.StringOf('models[i].label');
    lastModifiedById := jResp.StringOf('models[i].lastModifiedBy.id');
    lastModifiedByName := jResp.StringOf('models[i].lastModifiedBy.name');
    lastModifiedByProfilePhotoUrl := jResp.StringOf('models[i].lastModifiedBy.profilePhotoUrl');
    lastModifiedDate := jResp.StringOf('models[i].lastModifiedDate');
    modelId := jResp.StringOf('models[i].model.id');
    modelType := jResp.StringOf('models[i].modelType');
    name := jResp.StringOf('models[i].name');
    predictionDefinitionUrl := jResp.StringOf('models[i].predictionDefinitionUrl');
    sortOrder := jResp.IntOf('models[i].sortOrder');
    status := jResp.StringOf('models[i].status');
    url := jResp.StringOf('models[i].url');
    j := 0;
    count_j := jResp.SizeOfArray('models[i].fieldMappingList');
    while j < count_j do
      begin
        jResp.J := j;
        Label := jResp.StringOf('models[i].fieldMappingList[j].modelField.label');
        modelFieldName := jResp.StringOf('models[i].fieldMappingList[j].modelField.name');
        v_Type := jResp.StringOf('models[i].fieldMappingList[j].modelField.type');
        j := j + 1;
      end;

    j := 0;
    count_j := jResp.SizeOfArray('models[i].filters');
    while j < count_j do
      begin
        jResp.J := j;
        j := j + 1;
      end;

    j := 0;
    count_j := jResp.SizeOfArray('models[i].prescribableFields');
    while j < count_j do
      begin
        jResp.J := j;
        fieldLabel := jResp.StringOf('models[i].prescribableFields[j].field.label');
        fieldName := jResp.StringOf('models[i].prescribableFields[j].field.name');
        fieldType := jResp.StringOf('models[i].prescribableFields[j].field.type');
        k := 0;
        count_k := jResp.SizeOfArray('models[i].prescribableFields[j].customDefinitions');
        while k < count_k do
          begin
            jResp.K := k;
            k := k + 1;
          end;

        j := j + 1;
      end;

    i := i + 1;
  end;

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}"
    }
  ]
}