farmmapsKPI receives minimum necessary input and writes relevant KPI output

FarmmapsApi/Constants.cs

@@ -17,7 +17,7 @@ namespace FarmmapsApiSamples
         public const string CROPCHAR_ITEMTYPE = "vnd.farmmaps.itemtype.edicrop.characteristic";
         public const string CROPSCHEME_ITEMTYPE = "vnd.farmmaps.itemtype.croppingscheme"; // deze toegevoegd, misschien is het type van de KPI task wel een croppingscheme
         //public const string KPI_ITEM = "vnd.farmmaps.itemtype.kpi.data";  //PO20231004: originally with .data
-        public const string KPI_ITEM = "vnd.farmmaps.itemtype.kpi.data.container";  //PO20231004: originally without .container
+        public const string KPICONTAINER_ITEM = "vnd.farmmaps.itemtype.kpi.data.container";  //PO20231004: originally without .container
 
         public const string VRANBS_TASK = "vnd.farmmaps.task.vranbs";
         public const string VRAHERBICIDE_TASK = "vnd.farmmaps.task.vraherbicide";

FarmmapsApi/Services/GeneralService.cs

@@ -350,9 +350,9 @@ namespace FarmmapsApi.Services
             return bofekItem;
         }
 
-        public async Task<List<Item>> GetKpiItemsForCropField(Item cropfieldItem) // dit is dus nieuw om de KPI task te runnen
+        public async Task<List<Item>> GetKpiItemsForCropField(Item cropfieldItem)
         {
-            var kpiRequest = new TaskRequest { TaskType = KPI_TASK };
+            TaskRequest kpiRequest = new TaskRequest { TaskType = KPI_TASK };
             kpiRequest.attributes["processAggregateKpi"] =  "false";
             int year = cropfieldItem.DataDate.Value.Year;
             kpiRequest.attributes["year"] = year.ToString();
@@ -372,15 +372,24 @@ namespace FarmmapsApi.Services
                 _logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
                 return null;
             }
-            await Task.Delay(60000); //wacht hier een minuut tot de KPIs berekend zijn
+            await Task.Delay(6000); // wait 6000 secs for task to be completed
 
-            //PO20230627 Je zou hier ook om de 10 sec eens kunnen kijken of we al zo ver zijn? Iets in trant van while KPI_ITEM is null?
+            //After the task is completed we have 1 kpiContainerItem with a code and with no data
-            //hier nog definieren waar in de hierarchie een KPI item is?
+            //Because the data are in the children of this kpiContainerItem. The container will have a list of children each with an "id" aand data,
-            var allChildren = await _farmmapsApiService.GetItemChildrenAsync(cropfieldItem.Code);
+            //The ids' are "a1", "b1", "b2", "c1","d1","d3","d5"
-            var kpiItems = await _farmmapsApiService.GetItemChildrenAsync(cropfieldItem.Code, KPI_ITEM);
+            //with following meanings:
+            //| A1 | Opbrengst | Yield |
+            //| B1 | Stikstofoverschot | Nitrogen surplus |
+            //| B2 | Fosfaatoverschot | Phosphate surplus |
+            //| C1 | Effectieve Organischestof aanvoer| Effective Organic Matter supply |
+            //| D1 | Gebruik bestrijdingsmiddelen | Use of pesticides|
+            //| D3 | Gewasdiversiteit(randdichtheid) | Crop diversity(edge density) |
+            //| D5 | Percentage rustgewassen | Percentage of rest crops |
+            List <Item> kpiContainerItem = await _farmmapsApiService.GetItemChildrenAsync(cropfieldItem.Code, KPICONTAINER_ITEM);
+            string kpiContainerItemCode = kpiContainerItem[0].Code;
+            List<Item> kpiItems = await _farmmapsApiService.GetItemChildrenAsync(kpiContainerItemCode);
 
             return kpiItems;
-    
         }
 
         public async Task<Item> RunAhnTask(Item cropfieldItem) {

FarmmapsKPI/KPIApplication.cs

@@ -46,21 +46,45 @@ namespace FarmmapsKPI
             await _farmmapsApiService.GetCurrentUserCodeAsync();
             var roots = await _farmmapsApiService.GetCurrentUserRootsAsync();
 
+            //Where to write the output
+            string downloadFolder = fieldsInputs[0].DownloadFolder;
+            if (string.IsNullOrEmpty(downloadFolder))
+            {
+                downloadFolder = "Downloads";
+            }
+            if (!Directory.Exists(downloadFolder))
+                Directory.CreateDirectory(downloadFolder);
+
+            //Write the same info to a single csv file. Note this means existing file will be overwritten!
+            StreamWriter sw; string KPIItemPathCsv = Path.Combine(downloadFolder, "KPIItems.csv");
+            List<string> headerList = new List<string> { "parentName", "area_ha", "cropTypeCode", "cropTypeName", "KPIid", "KPIvariable", "KPIvalue", "KPIunit", "KPItargetvalue", "KPIthresholdValue" };
+            //Create a new csv file. Means if existing then overwritten !!!
+            sw = new StreamWriter(KPIItemPathCsv);
+            sw.WriteLine(string.Join(",", headerList));
+
+            //Now loop through the list of cropfields in KPIinput.json and get the KPI's for each cropfield
             foreach (var input in fieldsInputs)
             {
                 try
                 {
-                    await Process(roots, input);
+                    await Process(roots, input, sw);
                 }
                 catch (Exception ex)
                 {
                     _logger.LogError(ex.Message);
                 }
             }
+            
+            //Close the csv file, write message to screen
+            sw.Close();
+            _logger.LogInformation($"Done! Written all KPI for all fields in 'KPIinput.json' to output file '{KPIItemPathCsv}'");
         }
 
-        private async Task Process(List<UserRoot> roots, KPIInput input)
+        private async Task Process(List<UserRoot> roots, KPIInput input, StreamWriter sw)
         {
+            KPIOutput kpio;
+            KPIOutput kpioPrevious = null;
+
             string downloadFolder = input.DownloadFolder;
             if (string.IsNullOrEmpty(downloadFolder)) {
                 downloadFolder = "Downloads";
@@ -69,20 +93,13 @@ namespace FarmmapsKPI
                 Directory.CreateDirectory(downloadFolder);
 
             // !!specify if you are using an already created cropfield:
-            bool useCreatedCropfield = input.UseCreatedCropfield;
+            bool useExistingCropfieldWithChildren = input.UseExistingCropfieldWithChildren;
-            bool useCreatedCropRecording = input.UseCreatedCropRecording;
+            int cropYear = input.CropYear;
-            bool useCreatedOperations = input.UseCreatedOperation;
+            string fieldName = input.fieldName;
-            bool useCreatedCropfieldCharacteristic = input.UseCreatedCropfieldCharacteristic;
+            string fieldGeom = input.GeometryJson.ToString(Formatting.None);
-            var cropYear = input.CropYear;
-            var fieldName = input.fieldName;
-            //bool storeSatelliteStatistics = input.StoreSatelliteStatisticsSingleImage;
-            //bool storeSatelliteStatisticsCropYear = input.StoreSatelliteStatisticsCropYear;
-            //List<string> SatelliteBands = new List<string>(1) { input.SatelliteBand };
-            //string headerLineStats = $"FieldName,satelliteDate,satelliteBand,max,min,mean,mode,median,stddev,minPlus,curtosis,maxMinus,skewness,variance,populationCount,variationCoefficient,confidenceIntervalLow, confidenceIntervalHigh,confidenceIntervalErrorMargin" + Environment.NewLine;
-
 
+            //Settings
             string settingsfile = $"Settings_{fieldName}.json";
-
             LoadSettings(settingsfile);
 
             var uploadedRoot = roots.SingleOrDefault(r => r.Name == "USER_IN");
@@ -101,14 +118,14 @@ namespace FarmmapsKPI
 
             // Use already created cropfield or create new one, added a Data input, with field specific data for the KPI calculation
             Item cropfieldItem;
-            //1 useCreatedCropfield = false -> create new
+            //1 useExistingCropfieldWithChildren = false -> create new
-            //2 useCreatedCropfield = true && CropfieldItemCode = "" or absent -> read from settings json
+            //2 useExistingCropfieldWithChildren = true && input.CropfieldItemCode = "" or absent -> read from settings json
-            //3 useCreatedCropfield = true && CropfieldItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> use this one
+            //3 useExistingCropfieldWithChildren = true && input.CropfieldItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> use this one
-            if (useCreatedCropfield == false || string.IsNullOrEmpty(_settings.CropfieldItemCode))
+            if (useExistingCropfieldWithChildren == false)
             {
                 _logger.LogInformation("Creating cropfield, writting to settings file");
                 cropfieldItem = await _generalService.CreateCropfieldItemAsync(myDriveRoot.Code,
-                    $"{input.OutputFileName}", cropYear, input.GeometryJson.ToString(Formatting.None), input.DataCropfield.ToString(Formatting.None));
+                    $"{fieldName}", cropYear, input.GeometryJson.ToString(Formatting.None), input.DataCropfield.ToString(Formatting.None));
                 _settings.CropfieldItemCode = cropfieldItem.Code;
                 SaveSettings(settingsfile);
             }
@@ -121,15 +138,16 @@ namespace FarmmapsKPI
             {
                 _logger.LogInformation("reading CropfieldItemCode from KPIinput.json");
                 cropfieldItem = await _farmmapsApiService.GetItemAsync(input.CropfieldItemCode);
+                SaveSettings(settingsfile);
             }
 
 
             // Use already created croprecording or create new one, added a Data input, with field specific data for the KPI calculation
             Item crprecItem;
-            //1 useCreatedCropRecording = false -> create new
+            //1 useExistingCropfieldWithChildren = false -> create new
-            //2 useCreatedCropRecording = true && CropRecordingItemCode = "" or absent -> read from settings json
+            //2 useExistingCropfieldWithChildren = true && input.CropRecordingItemCode = "" or absent -> read from settings json
-            //3 useCreatedCropRecording = true && CropRecordingItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> use this one
+            //3 useExistingCropfieldWithChildren = true && input.CropRecordingItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> use this one
-            if (useCreatedCropRecording == false || string.IsNullOrEmpty(_settings.CropRecordingItemCode))
+            if (useExistingCropfieldWithChildren == false)
             {
                 _logger.LogInformation("RunCropRecordingTask ...");
                 crprecItem = await _generalService.RunCropRecordingTask(cropfieldItem);
@@ -145,29 +163,55 @@ namespace FarmmapsKPI
             {
                 _logger.LogInformation("reading CropRecordingItemCode from KPIinput.json");
                 crprecItem = await _farmmapsApiService.GetItemAsync(input.CropRecordingItemCode);
+                SaveSettings(settingsfile);
             }
 
-            // Use already created operation or create new one, added a Data input, with field specific data for the KPI calculation
+            // Use already created operations or create new one,s added a Data input, with field specific data for the KPI calculation
+            List<Item> crpOperationItems = new List<Item> { };
+            List<string> crpOperationItemCodes = new List<string> { };
             Item crpOperationItem;
-            //1 useCreatedOperation = false -> create new
+            string dataOperation;
-            //2 useCreatedOperation = true && OperationItemCode = "" or absent -> read from settings json
+            string codeOperation;
-            //3 useCreatedOperation = true && OperationItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> use this one
+            //1 useExistingCropfieldWithChildren = false -> create new
-            if (useCreatedOperations == false || string.IsNullOrEmpty(_settings.OperationItemCode))
+            //2 useExistingCropfieldWithChildren = true && input.OperationItemCode = "" or absent -> read from settings json
+            //3 useExistingCropfieldWithChildren = true && input.OperationItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> use this one
+            if (useExistingCropfieldWithChildren == false)
             {
-                _logger.LogInformation("CreateOperationItemAsync ...");
+                for (int i = 0; i < input.DataOperations.Length; i++)
-                crpOperationItem = await _generalService.CreateOperationItemAsync(crprecItem.Code, cropYear, input.GeometryJson.ToString(Formatting.None), input.DataOperation.ToString(Formatting.None));
+                {
-                _settings.OperationItemCode = crpOperationItem.Code;
+                    dataOperation = input.DataOperations[i].ToString(Formatting.None);
+                    dynamic data = JObject.Parse(dataOperation);
+                    _logger.LogInformation($"CreateOperationItemAsync ... for operation {i}: '{data.name}', {data.n} kg N/ha, on date '{data.from}'");
+                    crpOperationItem = await _generalService.CreateOperationItemAsync(crprecItem.Code, cropYear, fieldGeom, dataOperation);
+                    crpOperationItems.Add(crpOperationItem);
+                    crpOperationItemCodes.Add(crpOperationItem.Code);
+                }
+                _settings.OperationItemCodes = crpOperationItemCodes.ToArray();
                 SaveSettings(settingsfile);
             }
             else if (string.IsNullOrEmpty(input.CropfieldItemCode))
             {
                 _logger.LogInformation("reading OperationItemCode from settings file");
-                crpOperationItem = await _farmmapsApiService.GetItemAsync(_settings.OperationItemCode);
+                for (int i = 0; i < _settings.OperationItemCodes.Length; i++)
+                {
+                    codeOperation = _settings.OperationItemCodes[i];
+                    crpOperationItem = await _farmmapsApiService.GetItemAsync(codeOperation);
+                    crpOperationItems.Add(crpOperationItem);
+                    crpOperationItemCodes.Add(crpOperationItem.Code);
+                }
             }
             else
             {
-                _logger.LogInformation("reading OperationItemCode from KPIinput.json");
+                _logger.LogInformation("reading OperationItemCodes from KPIinput.json");
-                crpOperationItem = await _farmmapsApiService.GetItemAsync(input.OperationItemCode);
+                for (int i = 0; i < input.OperationItemCodes.Length; i++)
+                {
+                    codeOperation = input.OperationItemCodes[i];
+                    crpOperationItem = await _farmmapsApiService.GetItemAsync(codeOperation);
+                    crpOperationItems.Add(crpOperationItem);
+                    crpOperationItemCodes.Add(crpOperationItem.Code);
+                }
+                _settings.OperationItemCodes = crpOperationItemCodes.ToArray();
+                SaveSettings(settingsfile);
             }
 
             // The cropfieldCharacteristicItem is used to enter crop yields
@@ -175,17 +219,17 @@ namespace FarmmapsKPI
             // Nutrient balance.
             // Use already created cropfieldCharacteristicItem or create new one, added a Data input, with field specific data for the KPI calculation
             Item cropfieldCharacteristicItem;
-            //1 useCreatedCropfieldCharacteristic = false -> create new
+            //1 useExistingCropfieldWithChildren = false -> create new
-            //2 useCreatedCropfieldCharacteristic = true && CropfieldCharacteristicItemCode = "" or absent -> read from settings json
+            //2 useExistingCropfieldWithChildren = true && input.CropfieldCharacteristicItemCode = "" or absent -> read from settings json
-            //3 useCreatedCropfieldCharacteristic = true && CropfieldCharacteristicItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> use this one
+            //3 useExistingCropfieldWithChildren = true && input.CropfieldCharacteristicItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> use this one
-            if (useCreatedCropfieldCharacteristic == false)
+            if (useExistingCropfieldWithChildren == false)
             {
                 _logger.LogInformation("CreateCropfieldCharacteristicItemAsync ...");
-                cropfieldCharacteristicItem = await _generalService.CreateCropfieldCharacteristicItemAsync(cropfieldItem.Code, cropYear, input.GeometryJson.ToString(Formatting.None), input.DataCropfieldCharacteristic.ToString(Formatting.None));
+                cropfieldCharacteristicItem = await _generalService.CreateCropfieldCharacteristicItemAsync(cropfieldItem.Code, cropYear, fieldGeom, input.DataCropfieldCharacteristic.ToString(Formatting.None));
                 _settings.CropfieldCharacteristicItemCode = cropfieldCharacteristicItem.Code;
                 SaveSettings(settingsfile);
             }
-            else if (string.IsNullOrEmpty(input.CropfieldCharacteristicItemCode))
+            else if (string.IsNullOrEmpty(input.CropfieldItemCode))
             {
                 _logger.LogInformation("reading OperationItemCode from settings file");
                 cropfieldCharacteristicItem = await _farmmapsApiService.GetItemAsync(_settings.CropfieldCharacteristicItemCode);
@@ -194,38 +238,77 @@ namespace FarmmapsKPI
             {
                 _logger.LogInformation("reading CropfieldCharacteristicItemCode from KPIinput.json");
                 cropfieldCharacteristicItem = await _farmmapsApiService.GetItemAsync(input.CropfieldCharacteristicItemCode);
+                SaveSettings(settingsfile);
             }
 
-            // Inspect the children. If all is well, cropfield will have one crprec and one edicrop.characteristic
+            // Inspect the children and grandchildren. If all is well, cropfield will have:
-            // And the crprec will have 0-many operations as children
+            // one crprec, with 0-many operations as children. And the Data of an operation will have specification of how much fertilizer was applied
-            // And the Data of an operation will have specification of how much fertilizer was applied
+            // one edicrop.characteristic (with yield in the data)
-            // And crprec can have multiple operations
-            // Note existing cropfields and croprecordings keep existing properties you added in previous runs
-            // (unless you deleted them)
-            // So ech time you run with "UseCreatedCropfield": true & "UseCreatedCropRecording": false -> a new recording will be added to the existing cropfield
-            // So ech time you run with "UseCreatedCropfield": true & "useCreatedCropfieldCharacteristic": false -> a new CropfieldCharacteristic will be added to the existing cropfield
-            // So ech time you run with "UseCreatedCropRecording": true & "UseCreatedOperation": false -> a new operation will be added to the existing crop recording
             var cropfieldChildren = await _farmmapsApiService.GetItemChildrenAsync(cropfieldItem.Code);
             var crprecChildren = await _farmmapsApiService.GetItemChildrenAsync(crprecItem.Code);
 
             //Now get the KPIs for this cropfield, mounted with operations & cropyield
             // Get KPI data for saving it in a file, here the generalsedrvice is called to get the KPI data
             _logger.LogInformation($"GetKpiItemsForCropField('{cropfieldItem.Code}')");
-            var KPIItem = await _generalService.GetKpiItemsForCropField(cropfieldItem);
+            List<Item> KPIItems = await _generalService.GetKpiItemsForCropField(cropfieldItem);
+            _logger.LogInformation($"Found {KPIItems.Count} KPI items");
 
             //Download KPI's into a json output file for this specific cropfield (with unique cropfieldItem.Code)
-            var KPIItemPath = Path.Combine(downloadFolder, $"KPIItems_{cropfieldItem.Code}.json");
+            string KPIItemPathJson = Path.Combine(downloadFolder, $"KPIItems_{cropfieldItem.Code}.json");
-            _logger.LogInformation($"Found {KPIItem.Count} KPI items");
             var count = 0;
-            await Task.Delay(50);
+            foreach (Item item in KPIItems)
-            foreach (var item in KPIItem)
             {
-                Console.WriteLine($"KPI item #{count}: {item.Name}");
+                //Console.WriteLine($"KPI item #{count}: {item.Name}");
-                File.AppendAllText(KPIItemPath, item.Data + Environment.NewLine);
+                File.AppendAllText(KPIItemPathJson, item.Data + Environment.NewLine);
                 count++;
             }
-            _logger.LogInformation($"Downloaded file {KPIItemPath}");
+            _logger.LogInformation($"Downloaded file {KPIItemPathJson}");
 
+            //Write to the csv file that collects all KPI's for all the crop fields
+            List<string> dataList; 
+            foreach (Item item in KPIItems)
+            {
+                dataList = new List<string> { };
+                kpio = JsonConvert.DeserializeObject<KPIOutput>(item.Data.ToString());
+                //Seems sometimes duplicate KPI items are returned. So check that here and only write if this kpio is different from previous
+                if (kpio != kpioPrevious)
+                {
+                    dataList.Add(kpio.parentName);
+                    dataList.Add(kpio.data.area);
+                    dataList.Add(kpio.data.cropTypeCode);
+                    dataList.Add(kpio.data.cropTypeName);
+                    dataList.Add(kpio.id);
+                    dataList.Add(kpio.quantity);
+                    dataList.Add(kpio.value);
+                    dataList.Add(kpio.unit);
+                    dataList.Add(kpio.targetValue);
+                    dataList.Add(kpio.thresholdValue);
+                    sw.WriteLine(string.Join(",", dataList));
+                }
+                kpioPrevious = kpio;
+            }
+
+            //Clean up. Only newly created fields 
+            //Look up instruction in Swagger / api / v1 / items /{ code}
+            if (useExistingCropfieldWithChildren == false && input.DeleteNewlyCreatedAfterCalc == true)
+            {
+                // Tested and found that if I delete the parent (cropfieldItem) then
+                // automatically deletes children (crprecItem, cropfieldCharacteristicItem, KPIcontainer)
+                // and automatically deletes grand children (crprecItem: operations, KPIcontainer: KPI items)
+                await _farmmapsApiService.DeleteItemAsync(cropfieldItem.Code);
+                //Do we need to wait here for the task to be completed? Or does it continue in the background?
+                //await Task.Delay(60000); // wait 60 secs for task to be completed
+                //Before the GetItem you will see cropfieldItem, crprecItem etc exist (with data).
+                //After the GetItem these  cropfieldItem, crprecItem etc are null which means they have been succesfully deleted.
+                //// Check if below works, i.e. is item really deleted?
+                //cropfieldItem = await _farmmapsApiService.GetItemAsync(cropfieldItem.Code);
+                //// Check if croprecording has also been deleted. If not also delete it
+                //crprecItem = await _farmmapsApiService.GetItemAsync(crprecItem.Code);
+                //// Check if 1 operation has also been deleted. If not also delete it
+                //crpOperationItem = await _farmmapsApiService.GetItemAsync(crpOperationItemCodes[0]);
+                //// Check if 1 cropfieldCharacteristicItem has also been deleted. If not also delete it
+                //cropfieldCharacteristicItem = await _farmmapsApiService.GetItemAsync(cropfieldCharacteristicItem.Code);
+            }
         }
 
         // Functions to save previously created cropfields

FarmmapsKPI/KPIInput.json

@@ -1,53 +1,39 @@
 [
   {
-    "UseCreatedCropfield": false,
+    "useExistingCropfieldWithChildren": false,
-    "CropfieldItemCode": "",
+    "deleteNewlyCreatedAfterCalc": true,
+    //Note when you run the FarmmapsKPI project, somewhere to your C:\git\FarmMapsApiClient_KB34_MAST\FarmmapsKPI\bin\Debug\netcoreapp3.1\ directory, files named like this are written: 
+    //'Settings_aardappelveld_test_Potato_ZeroFertilizer.json', where 'aardappelveld_test_Potato_ZeroFertilizer.json' is your fieldName (see below)
+    //1 useExistingCropfieldWithChildren = false -> create new
+    //2 useExistingCropfieldWithChildren = true && CropfieldItemCode = "" or absent -> read fieldName (see below) -> read all codes from settings json file 
+    //3 useExistingCropfieldWithChildren = true && CropfieldItemCode like "deb48a74c5b54299bb852f17288010e9" in KPIinput -> if you have in your account already an existing cropfield then use that
+    "CropfieldItemCode": "", // could contain for example this: "abae97f89f3c4ac08953b1b8bea9f076" if this is an exisiting CropfieldItemCode in your account. 
+    //And then if useExistingCropfieldWithChildren = true, this would be used. 
     "dataCropfield": {
-      //"area": 4.22,
+      //"area": 4.22, //not needed for KPI calculation, but shown here to know this is a possible property
-      "final": true,
+      "final": true, //always true
-      //"soilCode": "5",
+      //"soilCode": "5", //not needed for KPI calculation, but shown here to know this is a possible property
-      "soilName": "Loam",
+      //"soilName": "Loam", //not needed for KPI calculation, but shown here to know this is a possible property
-      "cropTypeCode": "1010101", // make a table/list with possible inputs. 
+      "cropTypeCode": "1010101",
       "cropTypeName": "Potato",
-      //"rootDepthMax": 45,
+      //"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property
-      //"emergenceDate": "2022-05-16T00:00:00",
+      //"emergenceDate": "2022-05-16T00:00:00", //not needed for KPI calculation, but shown here to know this is a possible property
       "productionPurposeCode": "003"
-      //"productionPurposeName": "consumption"
+      //"productionPurposeName": "consumption" //not needed for KPI calculation, but shown here to know this is a possible property
     },
-    "UseCreatedCropRecording": false,
+    "CropRecordingItemCode": "", // could contain for example this: "314aa1b6480b493ba28a5f55039a01d4" if this is the CropRecordingItemCode of the provided CropfieldItemCode. And then if useExistingCropfieldWithChildren = true, this would be used
-    "CropRecordingItemCode": "",
+    "OperationItemCodes": [], // could contain for example this: ["4d1a6f28ea3f414180663baa4b08c60f"] or ["4d1a6f28ea3f414180663baa4b08c60f","21e08386f0454ad79acfebf78649d59b"] if these are the operations of the provided CropRecordingItemCode. And then if useExistingCropfieldWithChildren = true, these would be used
-    "dataCropRecording": {}, //not yet used
+    "dataOperations": [], //leaving the operations empty means no fertilizer is applied
-    "UseCreatedOperation": false,
-    "OperationItemCode": "",
-    "dataOperation": {
-      "n": "92",
-      "to": "2022-05-23T12:34:00",
-      "area": "0.08", //?!
-      "from": "2022-05-23T11:34:00",
-      "name": "Kunstmest strooien",
-      "unit": "kg/ha",
-      "method": "70400",
-      "status": "3",
-      "product": "7360",
-      "quantity": "200",
-      "unitCode": "KGMHAR", //?!
-      "contractor": false,
-      "designator": "Kunstmest strooien",
-      "operationCode": "7"
-    },
-    "UseCreatedCropfieldCharacteristic": false,
     "CropfieldCharacteristicItemCode": "",
     "DataCropfieldCharacteristic": {
       "code": "860619", //PO20231004: so what does this code mean? Can we see the code list somewhere?
       "label": "cropyield",
       "value": "48.01"
     },
-    //"DownloadFolder": "Downloads", //"C:\\workdir\\groenmonitor\\", // "Downloads", -> if you just put  "Downloads" the program will download to somewhere in ..\FarmMapsApiClient_WURtest\FarmmapsDataDownload\bin\Debug\netcoreapp3.1\Downloads\
+    //"DownloadFolder": "Downloads", //"C:\\hugoschrererdir\\kpidir\\", // "Downloads", -> if you just put  "Downloads" the program will download to somewhere in ..\FarmMapsApiClient_KB34_MAST\FarmmapsKPI\bin\Debug\netcoreapp3.1\Downloads\
     "CropYear": 2022,
-    "dataDate": "2022-04-15T00:00:00Z",
+    "fieldName": "aardappelveld_test_Potato_ZeroFertilizer",
-    "dataEndDate": "2022-09-15T00:00:00Z",
+    //geometryJson = polygon of location of the cropfield, coordinates in LON,LAT (LON: decimal degrees East, LAT: decimal degrees North) 
-    "fieldName": "aardappelveld_test",
-    //"ProcessAggegrateKpi": "false", // toegevoegd, want alleen veld level KPIs voor nu. 
     "geometryJson": {
       "type": "Polygon",
       "coordinates": [
@@ -74,7 +60,97 @@
           ]
         ]
       ]
+    }
+  },
+  {
+    "useExistingCropfieldWithChildren": false,
+    "CropfieldItemCode": "",
+    "dataCropfield": {
+      //"area": 4.22, //not needed for KPI calculation, but shown here to know this is a possible property
+      "final": true, //always true
+      //"soilCode": "5", //not needed for KPI calculation, but shown here to know this is a possible property
+      //"soilName": "Loam", //not needed for KPI calculation, but shown here to know this is a possible property
+      "cropTypeCode": "1010101",
+      "cropTypeName": "Potato",
+      //"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property
+      //"emergenceDate": "2022-05-16T00:00:00", //not needed for KPI calculation, but shown here to know this is a possible property
+      "productionPurposeCode": "003"
+      //"productionPurposeName": "consumption" //not needed for KPI calculation, but shown here to know this is a possible property
     },
-    "outputFileName": "TestData"
+    "CropRecordingItemCode": "",
+    "OperationItemCodes": [],
+    "dataOperations": [
+      {
+        "area": "0.08", //?!
+        "contractor": false,
+        "designator": "Kunstmest strooien",
+        "from": "2022-05-23T11:34:00",
+        "method": "70400",
+        "n": "92",
+        "name": "Kunstmest strooien",
+        "operationCode": "7",
+        "product": "7360",
+        "quantity": "400",
+        "status": "3",
+        "to": "2022-05-23T12:34:00",
+        "unit": "kg/ha",
+        "unitCode": "KGMHAR"
+      },
+      {
+        "k": "201.6",
+        "n": "144",
+        "p": "60.8",
+        "to": "2022-04-19T09:19:00",
+        "area": "0.08", //?!,
+        "from": "2022-04-19T08:19:00",
+        "name": "Injecteren",
+        "unit": "kg/ha",
+        "method": "70700",
+        "status": "3",
+        "product": "2329",
+        "quantity": "32000",
+        "unitCode": "KGMHAR",
+        "contractor": false,
+        "designator": "Injecteren",
+        "operationCode": "7"
+      }
+    ],
+    "CropfieldCharacteristicItemCode": "",
+    "DataCropfieldCharacteristic": {
+      "code": "860619", //PO20231004: so what does this code mean? Can we see the code list somewhere?
+      "label": "cropyield",
+      "value": "48.01"
+    },
+    //"DownloadFolder": "Downloads", //"C:\\hugoschrererdir\\kpidir\\", // "Downloads", -> if you just put  "Downloads" the program will download to somewhere in ..\FarmMapsApiClient_WURtest\FarmmapsDataDownload\bin\Debug\netcoreapp3.1\Downloads\
+    "CropYear": 2022,
+    "fieldName": "aardappelveld_test_Potato_cattlemanure144kgnha_plusUrea92kgNha",
+    "geometryJson": {
+      "type": "Polygon",
+      "coordinates": [
+        [
+          [
+            5.5945257993548765,
+            52.57080744107003
+          ],
+          [
+            5.598645994070678,
+            52.571540800206236
+          ],
+          [
+            5.599381743127071,
+            52.57012773140724
+          ],
+          [
+            5.595408698222548,
+            52.56968054825188
+          ],
+          [
+            5.5945257993548765,
+            52.57080744107003
+          ]
+        ]
+      ]
+    }
   }
+
 ]

FarmmapsKPI/KPIdefinitions.csv

@@ -0,0 +1,8 @@
+KPIid,KPIvariable,Description
+A1,yield,observed yield (user input)
+B1,nitrogen,Nitrogen surplus = N fertilizer + N atmospheric deposition + N fixation by crop - N removal through harvested product. Calculated KPI internal model & parameters and from user input: yield and fertilizer applications 
+B2,phosphate,Phosphate surplus = P fertilizer  - P removal through harvested product. Calculated KPI internal model & parameters and from user input: yield and fertilizer applications 
+C1,organic matter supply,Organic matter surplus = Organic matter from manure + Crop residues to soil - organic matter removal through harvested product. Calculated KPI internal model & parameters and from user input: yield and manure applications 
+D1,pesticides,? 
+,KPItargetvalue,target value as in benchmark value for same crop in same region
+,KPIthresholdValue,threshold from ??? Ask farmmaps. Surplus nitrogen / phosphate / pesticides must not be above threshold. Surplus organic matter supply must be above threshold

FarmmapsKPI/Models/KPIInput.cs

@@ -5,28 +5,20 @@ namespace FarmmapsKPI.Models
 {
     public class KPIInput
     {
-        public bool UseCreatedCropfield { get; set; }
+        public bool UseExistingCropfieldWithChildren { get; set; }
+        public bool DeleteNewlyCreatedAfterCalc { get; set; }
         public string CropfieldItemCode { get; set; }
         public JObject DataCropfield { get; set; }
-        public bool UseCreatedCropRecording { get; set; }
         public string CropRecordingItemCode { get; set; }
         public JObject DataCropRecording { get; set; }
-        public bool UseCreatedOperation { get; set; }
+        public string[] OperationItemCodes { get; set; }
-        public string OperationItemCode { get; set; }
+        public JObject[] DataOperations { get; set; }
-        public JObject DataOperation { get; set; }
-        public bool UseCreatedCropfieldCharacteristic { get; set; }
         public string CropfieldCharacteristicItemCode { get; set; }
         public JObject DataCropfieldCharacteristic { get; set; }
-
-        public string File { get; set; }
-        public string InputVariable { get; set; }
-        public string OutputFileName { get; set; }
         public string DownloadFolder { get; set; }
         public int CropYear { get; set; }
         public JObject GeometryJson { get; set; }
-        public string InputLayerName { get; set; }
         public string fieldName { get; set; }
-        public bool GetShadowData { get; set; }
 
     }
 }

FarmmapsKPI/Models/Settings.cs

@@ -4,7 +4,7 @@
     {
         public string CropfieldItemCode { get; set; }
         public string CropRecordingItemCode { get; set; }
-        public string OperationItemCode { get; set; }
+        public string[] OperationItemCodes { get; set; }
         public string CropfieldCharacteristicItemCode { get; set; }
 
     }