forked from FarmMaps/FarmMapsApiClient
255 lines
12 KiB
C#
255 lines
12 KiB
C#
using System;
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using System.Collections.Generic;
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using System.Globalization;
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using System.IO;
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using System.Linq;
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using System.Threading.Tasks;
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using FarmmapsApi.Models;
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using FarmmapsApi.Services;
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using Google.Apis.Upload;
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using Microsoft.Extensions.Logging;
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using Newtonsoft.Json.Linq;
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using static FarmmapsApi.Extensions;
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using static FarmmapsApiSamples.Constants;
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namespace FarmmapsApiSamples
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{
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public class NitrogenService
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{
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private readonly ILogger<NitrogenService> _logger;
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private readonly FarmmapsApiService _farmmapsApiService;
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public NitrogenService(ILogger<NitrogenService> logger, FarmmapsApiService farmmapsApiService)
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{
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_logger = logger;
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_farmmapsApiService = farmmapsApiService;
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}
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public async Task TestFlow(List<UserRoot> roots)
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{
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var uploadedRoot = roots.SingleOrDefault(r => r.Name == "Uploaded");
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if (uploadedRoot == null)
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{
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_logger.LogError("Could not find a needed root item");
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return;
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}
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var myDriveRoot = roots.SingleOrDefault(r => r.Name == "My drive");
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if (myDriveRoot == null)
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{
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_logger.LogError("Could not find a needed root item");
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return;
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}
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var cropfieldItem = await GetOrCreateCropfieldItemAsync(myDriveRoot.Code);
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var dataPath = Path.Combine("Data", "Scan_1_20190605.zip");
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var result = await _farmmapsApiService.UploadFile(dataPath, uploadedRoot.Code,
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progress => _logger.LogInformation($"Status: {progress.Status} - BytesSent: {progress.BytesSent}"));
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if (result.Progress.Status == UploadStatus.Failed)
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{
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_logger.LogError($"Uploading failed {result.Progress.Exception.Message}");
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return;
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}
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var isariaGeotiffItem = await ProcessIsaria(uploadedRoot.Code,"Scan_1_20190605.zip");
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_logger.LogInformation($"Calculating targetN with targetYield: {60}");
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var targetN = await CalculateTargetN(cropfieldItem, 60);
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_logger.LogInformation($"TargetN: {targetN}");
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_logger.LogInformation("Calculating nitrogen map");
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var nitrogenMapItem =
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await CalculateNitrogenMap(cropfieldItem, isariaGeotiffItem, targetN);
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_logger.LogInformation("Downloading nitrogen map");
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await _farmmapsApiService.DownloadItemAsync(nitrogenMapItem.Code, $"{nitrogenMapItem.Name}.zip");
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}
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private async Task<Item> GetOrCreateCropfieldItemAsync(string parentItemCode)
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{
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var cropfieldItems = await
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_farmmapsApiService.GetItemChildrenAsync(parentItemCode, CROPFIELD_ITEMTYPE);
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if (cropfieldItems.Count > 0)
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return cropfieldItems[0];
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var currentYear = new DateTime(DateTime.UtcNow.Year, 1, 1);
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var cropfieldItemRequest = new ItemRequest()
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{
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ParentCode = parentItemCode,
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ItemType = CROPFIELD_ITEMTYPE,
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Name = "Cropfield for VRA",
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DataDate = currentYear,
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DataEndDate = currentYear.AddYears(1),
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Data = JObject.FromObject(new
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{startDate = currentYear, endDate = currentYear.AddMonths(3)}),
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Geometry = JObject.Parse(
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@"{ ""type"": ""Polygon"", ""coordinates"": [ [ [ 3.40843828875524, 50.638966444680605 ], [ 3.408953272886064, 50.639197789621612 ], [ 3.409242951459603, 50.639469958681836 ], [ 3.409328782148028, 50.639612846807708 ], [ 3.409457528180712, 50.639789755314411 ], [ 3.409639918393741, 50.640014292074966 ], [ 3.409833037442765, 50.640211611372706 ], [ 3.410069071836049, 50.640395321698435 ], [ 3.410380208081761, 50.640572227259661 ], [ 3.410605513638958, 50.640715112034222 ], [ 3.411925160474145, 50.641177783561204 ], [ 3.411935889310142, 50.640728720085136 ], [ 3.412590348309737, 50.63948356709389 ], [ 3.413244807309242, 50.638224772339846 ], [ 3.413400375432099, 50.637901562841307 ], [ 3.413539850300779, 50.637449065809889 ], [ 3.413475477284437, 50.637418445552932 ], [ 3.40999396998362, 50.637449065810451 ], [ 3.409940325803365, 50.638102293212661 ], [ 3.409575545377398, 50.638483338338325 ], [ 3.409060561246574, 50.638707881340494 ], [ 3.40843828875524, 50.638966444680605 ] ] ] }")
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};
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return await _farmmapsApiService.CreateItemAsync(cropfieldItemRequest);
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}
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public async Task<Item> ProcessIsaria(string parentCode, string zipName)
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{
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// get processed isaria data (this can end in an infinite loop...)
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// need better way of getting new items processed in a context...
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Item isariaShapeItem = null;
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await PollTask(TimeSpan.FromSeconds(3), async source =>
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{
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_logger.LogInformation("Trying to get isaria data");
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var uploadedFilesChildren = await _farmmapsApiService.GetItemChildrenAsync(parentCode);
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var zipItems = uploadedFilesChildren.Where(i => i.Name == zipName);
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var isariaTasks = new List<Task<List<Item>>>();
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foreach (var zipItem in zipItems)
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{
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isariaTasks.Add(_farmmapsApiService.GetItemChildrenAsync(zipItem.Code,
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SHAPE_PROCESSED_ITEMTYPE));
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}
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List<Item>[] items = await Task.WhenAll(isariaTasks);
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if (items.Length > 0)
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{
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var nameWithoutExtension = Path.GetFileNameWithoutExtension(zipName);
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var flatItems = items.SelectMany(i => i).Where(i => i.Name.Contains(nameWithoutExtension)).ToList();
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if (flatItems.Count > 0)
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{
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isariaShapeItem = flatItems.OrderByDescending(i => i.Created).First();
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source.Cancel();
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}
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}
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});
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_logger.LogInformation("Found isaria data");
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_logger.LogInformation("Converting shape to geotiff");
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// need to transform shape data to geotiff
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var shapeToGeotiffRequest = new TaskRequest()
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{
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TaskType = "vnd.farmmaps.task.shapetogeotiff"
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};
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var taskCode = await _farmmapsApiService.QueueTaskAsync(isariaShapeItem.Code, shapeToGeotiffRequest);
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await PollTask(TimeSpan.FromSeconds(3), async (tokenSource) =>
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{
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_logger.LogInformation("Checking shapetogeotiff task status");
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var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(isariaShapeItem.Code, taskCode);
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if (itemTaskStatus.State != ItemTaskState.Processing && itemTaskStatus.State != ItemTaskState.Scheduled)
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tokenSource.Cancel();
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});
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_logger.LogInformation("Isaria shape converted to geotiff");
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// the parent of the shape item is now the tiff isaria item
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isariaShapeItem = await _farmmapsApiService.GetItemAsync(isariaShapeItem.Code);
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return await _farmmapsApiService.GetItemAsync(isariaShapeItem.ParentCode); ;
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}
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/// <summary>
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/// Calculates TargetN, makes the assumption the cropfield and user.input(targetn) item have the same parent
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/// </summary>
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/// <param name="cropfieldItem">The cropfield to base the calculations on</param>
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/// <param name="targetYield">The target yield input for the TargetN calculation</param>
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/// <returns>The TargetN</returns>
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public async Task<double> CalculateTargetN(Item cropfieldItem, int targetYield)
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{
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var targetNItems = await
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_farmmapsApiService.GetItemChildrenAsync(cropfieldItem.ParentCode, USERINPUT_ITEMTYPE);
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Item targetNItem;
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if (targetNItems.Count == 0)
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{
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_logger.LogInformation("Creating targetN item");
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var itemRequest = CreateTargetNItemRequest(cropfieldItem.ParentCode);
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targetNItem = await _farmmapsApiService.CreateItemAsync(itemRequest);
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}
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else
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{
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targetNItem = targetNItems[0];
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}
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var nbsTargetNRequest = new TaskRequest {TaskType = VRANBS_TASK};
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nbsTargetNRequest.attributes["operation"] = "targetn";
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nbsTargetNRequest.attributes["inputCode"] = targetNItem.Code;
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nbsTargetNRequest.attributes["inputType"] = "irmi";
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nbsTargetNRequest.attributes["purposeType"] = "consumption";
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nbsTargetNRequest.attributes["targetYield"] = targetYield.ToString();
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string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, nbsTargetNRequest);
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await PollTask(TimeSpan.FromSeconds(3), async (tokenSource) =>
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{
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var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
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if (itemTaskStatus.State != ItemTaskState.Processing && itemTaskStatus.State != ItemTaskState.Scheduled)
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tokenSource.Cancel();
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});
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var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
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if(itemTask.State == ItemTaskState.Error)
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{
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_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
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return 0;
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}
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var item = await _farmmapsApiService.GetItemAsync(targetNItem.Code);
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if (item.Data.ContainsKey("TargetN"))
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return item.Data.Value<double>("TargetN");
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return 0;
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}
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public async Task<Item> CalculateNitrogenMap(Item cropfieldItem, Item inputItem, double targetN)
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{
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var nbsNitrogenRequest = new TaskRequest {TaskType = VRANBS_TASK};
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nbsNitrogenRequest.attributes["operation"] = "nitrogen";
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nbsNitrogenRequest.attributes["inputCode"] = inputItem.Code;
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nbsNitrogenRequest.attributes["inputType"] = "irmi";
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nbsNitrogenRequest.attributes["targetN"] = targetN.ToString(CultureInfo.InvariantCulture);
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string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, nbsNitrogenRequest);
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await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) =>
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{
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var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
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if (itemTaskStatus.State != ItemTaskState.Processing && itemTaskStatus.State != ItemTaskState.Scheduled)
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tokenSource.Cancel();
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});
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var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
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if(itemTask.State == ItemTaskState.Error)
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{
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_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
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return null;
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}
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var geotiffItems = await
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_farmmapsApiService.GetItemChildrenAsync(cropfieldItem.Code, GEOTIFF_PROCESSED_ITEMTYPE);
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// maybe poll here to, to wait for geotiff task process to be finished?
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// how to uniquely know which item is really created!?
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var nitrogenItem = geotiffItems.SingleOrDefault(i => i.Name.Contains("nitrogen") && i.Updated >= itemTask.Finished);
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if (nitrogenItem == null)
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{
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_logger.LogError("Could not find the nitrogen geotiff child item under cropfield");
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return null;
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}
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return nitrogenItem;
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}
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private ItemRequest CreateTargetNItemRequest(string parentItemCode)
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{
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return new ItemRequest()
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{
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ParentCode = parentItemCode,
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ItemType = USERINPUT_ITEMTYPE,
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Name = "TargetN",
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DataDate = DateTime.UtcNow
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};
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}
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}
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} |