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) ã䜿çšã§ããŸããéžæãã OAuth ç¯å² 次㮠OAuth ç¯å²ãè¿œå ããŸãã - Analytics REST API ãªãœãŒã¹ã«ã¢ã¯ã»ã¹ (wave_api)
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Key (ããŒ) å€ grant_type
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ã¹ããã 3: 䜿çšå¯èœãªäºæž¬å®çŸ©ãååŸãã
ãŸããçµç¹ã§äœ¿çšå¯èœãªãã¹ãŠã®äºæž¬å®çŸ©ã®ãªã¹ããååŸããŸãããã
- æ°ãã GET èŠæ±ãäœæãããGet Prediction Definitionsã (äºæž¬å®çŸ©ã®ååŸ) ãšããååãä»ããŸãã次ã®èšå®ã䜿çšããŠèŠæ±ãèšå®ããŸãã
èšå® 説æ Request Type (èŠæ±çš®å¥) GET Request URL (èŠæ± URL) instance_URL/services/data/v55.0/smartdatadiscovery/predictionDefinitions
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èšå® 説æ Authorization Type (èªèšŒçš®å¥) [OAuth2.0] ãéžæããŸãã Set Access Token (ã¢ã¯ã»ã¹ããŒã¯ã³ã®èšå®) åã®ã¹ãããã§ä¿åããã¢ã¯ã»ã¹ããŒã¯ã³ã貌ãä»ããŸãã
- èŠæ±ãä¿åãã[Send (éä¿¡)] ãã¯ãªãã¯ããŸããèšå®ãæ£ããå Žåã¯ã次ã®äŸã®ãããªå¿çã衚瀺ãããŸãã
{ "nextPageUrl": null, "predictionDefinitions": [ { "countOfActiveModels": 1, "countOfModels": 1, "createdBy": { "id": "your-account-id", "name": "your-name", "profilePhotoUrl": "https://xxx-instance-url-xxx/profilephoto/005/T" }, "createdDate": "2022-06-09T21:23:54.000Z", "id": "1ORB00000008RSROA2", "label": "Sales_per_Customer", "lastModifiedBy": { "id": "your-account-id", "name": "your-name", "profilePhotoUrl": "https://xxx-instance-url-xxx/profilephoto/005/T" }, "lastModifiedDate": "2022-06-09T21:23:54.000Z", "modelsUrl": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2/models", "name": "Sales_per_Customer", "outcome": { "goal": "Maximize", "label": "Sales per Customer", "name": "Sales_per_Customer" }, "predictionType": "Regression", "status": "Enabled", "url": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2" } ], "totalSize": 1, "url": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions?pageSize=25" }
ã¹ããã 4: äºæž¬å®çŸ©ã¡ã¿ããŒã¿ãååŸãã
ã¹ããã 3 ã®å¿çã«ã¯ãåã®åå ã§äœæããäºæž¬å®çŸ©ã®ã¡ã¿ããŒã¿ãååŸããããã® URL ãå«ãŸããŠããŸãã次ã®äŸã®ããã«ãªããŸãã
/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2
äºæž¬ ID ã¯å ã»ã©ã¢ãã«ãããŒãžã£ãŒã«è¡šç€ºããããã®ãšäžèŽããŸããÂ
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- ãŸããåãšåãããã«èªèšŒèšå® (èªèšŒçš®å¥ãšã¢ã¯ã»ã¹ããŒã¯ã³) ãæå®ããŸãã[Send (éä¿¡)] ãã¯ãªãã¯ããå¿çã確èªããŸãã次ã®äŸã®ããã«ãªããŸãã
{ "countOfActiveModels": 1, "countOfModels": 1, "createdBy": { "id": "your-account-id", "name": "your-name", "profilePhotoUrl": "https://xxx-instance-url-xxx/profilephoto/005/T" }, "createdDate": "2022-06-09T21:23:54.000Z", "id": "1ORB00000008RSROA2", "label": "Sales_per_Customer", "lastModifiedBy": { "id": "your-account-id", "name": "your-name", "profilePhotoUrl": "https://xxx-instance-url-xxx/profilephoto/005/T" }, "lastModifiedDate": "2022-06-09T21:23:54.000Z", "modelsUrl": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2/models", "name": "Sales_per_Customer", "outcome": { "goal": "Maximize", "label": "Sales per Customer", "name": "Sales_per_Customer" }, "predictionType": "Regression", "status": "Enabled", "url": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2" }
ã¹ããã 5: äºæž¬ã«é¢é£ä»ããããã¢ãã«ãååŸãã
ã¹ããã 4 ã®å¿çã«ã¯ãåã®åå ã§ãªãªãŒã¹ããã¢ãã«ã®ã¡ã¿ããŒã¿ãååŸããããã® URL ãå«ãŸããŠããŸãã次ã®äŸã®ããã«ãªããŸãã
/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2/models
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ãå«ããŸããinstance_Url/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2/models
- ãŸããåãšåãããã«èªèšŒèšå® (èªèšŒçš®å¥ãšã¢ã¯ã»ã¹ããŒã¯ã³) ãæå®ããŸãã[Send (éä¿¡)] ãã¯ãªãã¯ããå¿çã確èªããŸãã次ã®äŸã®ããã«ãªããŸãã
{ "models": [ { "createdBy": { "id": "your-account-id", "name": "your-name", "profilePhotoUrl": "https://xxx-instance-url-xxx/profilephoto/005/T" }, "createdDate": "2022-06-09T21:23:55.000Z", "fieldMappingList": [ { "modelField": { "label": "Quantity", "name": "Quantity", "type": "Number" } }, { "modelField": { "label": "Sub-Category", "name": "Sub_Category", "type": "Text" } }, { "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" } } ], "filters": [], "historyUrl": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2/models/1ORB00000008RSROA2/histories", "id": "1Ot4W000000XezqSAC", "isRefreshEnabled": false, "label": "Sales_per_Customer", "lastModifiedBy": { "id": "your-account-id", "name": "your-name", "profilePhotoUrl": "https://xxx-instance-url-xxx/profilephoto/005/T" }, "lastModifiedDate": "2020-08-31T21:23:55.000Z", "model": { "id": "1OT4W000000LejUWAS" }, "modelType": "Regression", "name": "Sales_per_Customer", "predictionDefinitionUrl": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2", "prescribableFields": [ { "customDefinitions": [], "field": { "label": "Quantity", "name": "Quantity", "type": "Number" } } ], "sortOrder": 0, "status": "Enabled", "url": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2/models/1Ot4W000000XezqSAC" } ], "totalSize": 1, "url": "/services/data/v55.0/smartdatadiscovery/predictiondefinitions/1ORB00000008RSROA2/models" }
fieldMappingList
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- æ°ããèŠæ±ãè¿œå ãããGet Predictionsã (äºæž¬ã®ååŸ) ãšããååãä»ãã次ã®ãã©ã¡ãŒã¿ãŒãèšå®ããŸãã
èšå® 説æ Request Type (èŠæ±çš®å¥) [POST] ã«å€æŽããŸãã Request URL (èŠæ± URL) instance_URL/services/data/v55.0/smartdatadiscovery/predict
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- åãšåãããã«èªèšŒèšå® (èªèšŒçš®å¥ãšã¢ã¯ã»ã¹ããŒã¯ã³) ãæå®ããŸãã[Add Authorization Request To (èªèšŒèŠæ±ã®è¿œå å )] ã§ã¯ãå¿ ã [Request Headers (èŠæ±ããããŒ)] ãéžæããŠãã ããã
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- ãªã¯ãšã¹ãããã£ã JSON 圢åŒã§è¿œå ããŸãã
{ Â "predictionDefinition": "yourPredictionDefinitionId", "type": "RawData", "columnNames": ["Quantity","Category","Sub_Category","Sales","Profit_per_Order"], "rows": [ ["2","Furniture","Chairs","300","10"] ] }
-
yourPredictionDefinitionId
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{ "predictionDefinition": "1ORB00000008RSR", "predictions": [ { "model": { "id": "1OtB00000008S34KAE" }, "prediction": { "baseLine": 438.5059113062626, "middleValues": [ { "columns": [ { "columnLabel": "Sub-Category", "columnName": "Sub_Category", "columnValue": "Chairs" }, { "columnLabel": "Sales", "columnName": "Sales", "columnValue": "262" } ], "value": -730.8852909080902 }, { "columns": [ { "columnLabel": "Sales", "columnName": "Sales", "columnValue": "262" } ], "value": 244.82002630727217 } ], "other": 136.2411286963786, "smallTermCount": 3, "total": 88.68177540182317 }, "prescriptions": [], "status": "Success" } ], "settings": { "maxMiddleValues": 2, "maxPrescriptions": 2, "prescriptionImpactPercentage": 0 } }
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