forked from FarmMaps/FarmMapsApiClient
Added option to generate ISOXML taskmap, added missing Nbs data
This commit is contained in:
Riepma
27
FarmmapsNbs/FarmmapsNbs.csproj
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27
FarmmapsNbs/FarmmapsNbs.csproj
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@@ -0,0 +1,27 @@
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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<OutputType>Exe</OutputType>
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<TargetFramework>netcoreapp3.0</TargetFramework>
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</PropertyGroup>
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<ItemGroup>
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<None Update="appsettings.json">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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<None Update="Data\**\*">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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<None Update="NitrogenInput.json">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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<None Update="InputData-NBS.json">
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<CopyToOutputDirectory>Always</CopyToOutputDirectory>
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</None>
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</ItemGroup>
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<ItemGroup>
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<ProjectReference Include="..\FarmmapsApi\FarmmapsApi.csproj" />
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</ItemGroup>
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</Project>
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10
FarmmapsNbs/FarmmapsNbs.csproj.user
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10
FarmmapsNbs/FarmmapsNbs.csproj.user
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@@ -0,0 +1,10 @@
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<?xml version="1.0" encoding="utf-8"?>
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<Project ToolsVersion="Current" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
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<PropertyGroup>
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<ShowAllFiles>false</ShowAllFiles>
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<ActiveDebugProfile>FarmmapsNbs</ActiveDebugProfile>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|AnyCPU'">
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<DebuggerFlavor>ProjectDebugger</DebuggerFlavor>
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</PropertyGroup>
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</Project>
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41
FarmmapsNbs/InputData-NBS.json
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41
FarmmapsNbs/InputData-NBS.json
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@@ -0,0 +1,41 @@
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[
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{
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"UseCreatedCropfield": false,
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"storeStatistics": false,
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"file": "20210308 WDVI_Harpreet Singh.tif",
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"inputVariable": "wdvi",
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//"InputLayerName": "Band 1",
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"outputFileName": "2021.03.08.Hapreet_Singh_wdvi08_03",
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"plantingDate": "2020-04-15",
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"measurementDate": "2020-06-27",
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"potatoPurposeType": "consumption",
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"targetYield": 27,
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"fieldName": "Mahindra-Hapreet-Singh",
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"geometryJson": {
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"type": "Polygon",
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"coordinates": [
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[
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[ 75.929090780177305, 31.639314978348551 ],
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[ 75.931353489378182, 31.639409065494881 ],
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[ 75.931432810729120, 31.638956841735819 ],
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[ 75.929072617175663, 31.638879365370279 ],
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[ 75.929090780177305, 31.639314978348551 ]
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]
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]
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},
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"GenerateTaskmap": true,
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"CellWidth": "3",
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"CellHeight": "20",
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"Centered": false,
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"StartPoint": {
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"type": "Point",
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"coordinates": [ 75.931353489378182, 31.639409065494881 ]
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},
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"EndPoint": {
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"type": "Point",
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"coordinates": [ 75.929090780177305, 31.639314978348551 ]
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} // if no angle
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//"Angle": "317.0" // if no endpoint
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}
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]
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30
FarmmapsNbs/Models/NitrogenInput.cs
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30
FarmmapsNbs/Models/NitrogenInput.cs
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@@ -0,0 +1,30 @@
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using System;
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using Newtonsoft.Json.Linq;
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namespace FarmmapsNbs.Models
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{
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public class NitrogenInput
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{
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public bool UseCreatedCropfield { get; set; }
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public string File { get; set; }
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public string InputVariable { get; set; }
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public string OutputFileName { get; set; }
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public DateTime PlantingDate { get; set; }
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public DateTime MeasurementDate { get; set; }
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public string PotatoPurposeType { get; set; }
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public int TargetYield { get; set; }
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public JObject GeometryJson { get; set; }
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public string InputLayerName { get; set; }
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public string fieldName{ get; set; }
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public bool storeSatelliteStatistics { get; set; }
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public bool GenerateTaskmap { get; set; }
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public string CellWidth { get; set; }
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public string CellHeight { get; set; }
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public bool Centered { get; set; }
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public JObject StartPoint { get; set; }
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public JObject EndPoint { get; set; }
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public string Angle { get; set; }
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}
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}
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9
FarmmapsNbs/Models/Settings.cs
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9
FarmmapsNbs/Models/Settings.cs
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@@ -0,0 +1,9 @@
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namespace FarmmapsNbs {
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public class Settings {
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public string CropfieldItemCode { get; set; }
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public string SatelliteTaskCode { get; set; }
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public string VanDerSatTaskCode { get; set; }
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public string WatBalTaskCode { get; set; }
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}
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}
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9
FarmmapsNbs/Models/TargetNData.cs
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9
FarmmapsNbs/Models/TargetNData.cs
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@@ -0,0 +1,9 @@
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namespace FarmmapsNbs.Models
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{
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public class TargetNData
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{
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public double TSum { get; set; }
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public int TargetYield { get; set; }
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public double TargetN { get; set; }
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}
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}
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338
FarmmapsNbs/NbsApplication.cs
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338
FarmmapsNbs/NbsApplication.cs
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@@ -0,0 +1,338 @@
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using System;
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using System.Collections.Generic;
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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;
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using FarmmapsApi.Models;
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using FarmmapsApi.Services;
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using FarmmapsNbs.Models;
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using Microsoft.Extensions.Logging;
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using Newtonsoft.Json;
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using Newtonsoft.Json.Linq;
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using static FarmmapsApiSamples.Constants;
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namespace FarmmapsNbs
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{
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public class NbsApplication : IApplication
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{
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private const string DownloadFolder = "Downloads";
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private const string SettingsFile = "settings.json";
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private readonly ILogger<NbsApplication> _logger;
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private readonly FarmmapsApiService _farmmapsApiService;
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private readonly NitrogenService _nitrogenService;
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private readonly GeneralService _generalService;
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private Settings _settings;
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public NbsApplication(ILogger<NbsApplication> logger, FarmmapsApiService farmmapsApiService,
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GeneralService generalService, NitrogenService nitrogenService)
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{
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_logger = logger;
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_farmmapsApiService = farmmapsApiService;
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_generalService = generalService;
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_nitrogenService = nitrogenService;
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}
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public async Task RunAsync()
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{
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var nitrogenInputJson = File.ReadAllText("InputData-NBS.json"); //NitrogenInput.json
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List<NitrogenInput> nitrogenInputs = JsonConvert.DeserializeObject<List<NitrogenInput>>(nitrogenInputJson);
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if (!Directory.Exists(DownloadFolder))
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Directory.CreateDirectory(DownloadFolder);
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// !! this call is needed the first time an api is called with a fresh clientid and secret !!
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await _farmmapsApiService.GetCurrentUserCodeAsync();
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var roots = await _farmmapsApiService.GetCurrentUserRootsAsync();
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foreach (var input in nitrogenInputs)
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{
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try
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{
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await Process(roots, input);
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}
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catch (Exception ex)
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{
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_logger.LogError(ex.Message);
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}
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}
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}
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private async Task Process(List<UserRoot> roots, NitrogenInput input)
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{
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// !!specify if you are using an already created cropfield:
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bool useCreatedCropfield = input. UseCreatedCropfield;
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var plantingDate = input.PlantingDate;
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var FieldName = input.fieldName;
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bool StoreStatistics = input.storeSatelliteStatistics;
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var measurementDate = input.MeasurementDate;
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string settingsfile = $"Settings_{FieldName}.json";
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LoadSettings(settingsfile);
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var uploadedRoot = roots.SingleOrDefault(r => r.Name == "Uploaded");
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if (uploadedRoot == null)
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{
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_logger.LogError("Could not find a needed root item");
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return;
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}
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var myDriveRoot = roots.SingleOrDefault(r => r.Name == "My drive");
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if (myDriveRoot == null)
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{
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_logger.LogError("Could not find a needed root item");
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return;
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}
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// Use already created cropfield or create new one
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Item cropfieldItem;
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if (useCreatedCropfield == false || string.IsNullOrEmpty(_settings.CropfieldItemCode))
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{
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_logger.LogInformation("Creating cropfield");
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cropfieldItem = await _generalService.CreateCropfieldItemAsync(myDriveRoot.Code,
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$"VRA NBS cropfield {input.OutputFileName}", plantingDate.Year, input.GeometryJson.ToString(Formatting.None));
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_settings.CropfieldItemCode = cropfieldItem.Code;
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SaveSettings(settingsfile);
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}
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else
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{
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_logger.LogInformation("Cropfield already exists, trying to get it");
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cropfieldItem = await _farmmapsApiService.GetItemAsync(_settings.CropfieldItemCode);
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}
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var geotiffItem = (Item)null;
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// No file input, use most recent satellite image
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if (string.IsNullOrEmpty(input.File)) {
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_logger.LogInformation("No specific data given, retrieving most recent satellite image");
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// check if satellite task not yet done, do here and save taskcode
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if (useCreatedCropfield == false || string.IsNullOrEmpty(_settings.SatelliteTaskCode)) {
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var satelliteTaskCode = await _generalService.RunSatelliteTask(cropfieldItem);
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_settings.SatelliteTaskCode = satelliteTaskCode;
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SaveSettings(settingsfile);
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}
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// Select a particular satellite item from satelliteTask
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Item satalliteItem = await _generalService.FindSatelliteItem(cropfieldItem, _settings.SatelliteTaskCode, FieldName, StoreStatistics);
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var satelliteBand = satalliteItem.Data["layers"][0]["name"];
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var satelliteStatistics = satalliteItem.Data["layers"][0]["renderer"]["band"]["statistics"];
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Console.WriteLine($"Satellite image date: {satalliteItem.DataDate}");
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//Console.WriteLine($"Satellite image statistics for band {satelliteBand}: {satelliteStatistics}");
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//Store data to csv
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if (StoreStatistics==true) {
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var SatelliteFile = $"C:\\Akkerweb\\DataSatellite_{FieldName}.csv";
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var NewLineField = $"\"Field\":{FieldName}" + Environment.NewLine;
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var NewLineDate = $"\"date\":{satalliteItem.DataDate}" + Environment.NewLine;
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var i = 0;
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foreach (var item in satelliteStatistics) {
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//var NewLines2;
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if (i == 0) {
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File.AppendAllText(SatelliteFile, NewLineDate);
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i++;
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}
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File.AppendAllText(SatelliteFile, $"{item}" + Environment.NewLine);
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}
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}
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// must be wdvi[1]
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var inputType = (satalliteItem.Data["layers"] as JArray)?[1]["name"].ToString();
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if (string.IsNullOrEmpty(inputType)) {
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_logger.LogError("Could not get the input type name from the satellite item");
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return;
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}
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// download the geotiff
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var SatelliteImageDate = (DateTime)satalliteItem.DataDate;
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var SatelliteDate = SatelliteImageDate.ToString("yyyyMMdd");
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_logger.LogInformation("Downloading geotiff file");
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await _farmmapsApiService.DownloadItemAsync(satalliteItem.Code,
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Path.Combine(DownloadFolder, $"nbs_inputSatelliteGeotiff_{input.OutputFileName}_{inputType}_{SatelliteDate}.zip"));
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// overwrite measurement date by date of satellite item
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measurementDate = satalliteItem.DataDate.Value;
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geotiffItem = satalliteItem;
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}
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// (geo)tiff input:
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else if (input.File.Contains(".tif") || input.File.Contains(".geotiff")) {
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_logger.LogInformation("input = tiff data");
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var dataPath = Path.Combine("Data", input.File);
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geotiffItem = await _generalService.UploadDataAsync(uploadedRoot, GEOTIFF_PROCESSED_ITEMTYPE, dataPath,
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Path.GetFileNameWithoutExtension(input.File));
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if (geotiffItem == null) {
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_logger.LogError("Could not find item for uploaded data");
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return;
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}
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}
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// json/shape input
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else {
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var isGeoJson = input.File.Contains("json");
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var dataPath = Path.Combine("Data", input.File);
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var shapeItem = isGeoJson ?
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await _generalService.UploadDataAsync(uploadedRoot, SHAPE_PROCESSED_ITEMTYPE, dataPath, Path.GetFileNameWithoutExtension(input.File)) :
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await _generalService.UploadZipWithShapeAsync(uploadedRoot, dataPath, Path.GetFileNameWithoutExtension(input.File));
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if (shapeItem == null) {
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_logger.LogError("Could not find item for uploaded data");
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return;
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}
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_logger.LogInformation($"Converting shape to geotiff");
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geotiffItem = await _generalService.ShapeToGeotiff(shapeItem);
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if (geotiffItem == null) {
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_logger.LogError("Something went wrong with shape to geotiff transformation");
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return;
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}
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_logger.LogInformation("Downloading geotiff file");
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await _farmmapsApiService.DownloadItemAsync(geotiffItem.Code,
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Path.Combine(DownloadFolder, $"{input.OutputFileName}.input_geotiff.zip"));
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}
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//// check if vandersat task not yet done, do here and save taskcode
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//if (useCreatedCropfield == false || string.IsNullOrEmpty(_settings.VanDerSatTaskCode)) {
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// var VanDerSatTaskCode = await _generalService.RunVanDerSatTask(cropfieldItem);
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// _settings.VanDerSatTaskCode = VanDerSatTaskCode;
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// SaveSettings(settingsfile);
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//}
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//// Select a particular image item from VanDerSat
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//Item VanDerSatItem = await _generalService.FindVanDerSatItem(cropfieldItem, _settings.VanDerSatTaskCode, FieldName, StoreStatistics);
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//// download the geotiff
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//_logger.LogInformation("Downloading geotiff file");
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//await _farmmapsApiService.DownloadItemAsync(VanDerSatItem.Code,
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// Path.Combine(DownloadFolder, $"nbs_VanDerSatGeotiff_{input.OutputFileName}.zip"));
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_logger.LogInformation($"Calculating targetN with targetYield: {input.TargetYield}");
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var targetNItem = await _nitrogenService.CreateTargetNItem(cropfieldItem);
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var targetNData = await _nitrogenService.CalculateTargetN(cropfieldItem, targetNItem, plantingDate,
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measurementDate, input.PotatoPurposeType, input.TargetYield);
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if (targetNData == null) {
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_logger.LogError("Something went wrong with TargetN calculation");
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return;
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}
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_logger.LogInformation($"TargetN: {targetNData.TargetN}");
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////Option to manually adjust the Target N, for test purposes only!
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//targetNData.TargetN = 225;
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//_logger.LogInformation($"TargetN adjusted: {targetNData.TargetN}");
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||||
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var targetNDataPath = Path.Combine(DownloadFolder, $"{input.OutputFileName}.targetn.json");
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await File.WriteAllTextAsync(targetNDataPath, JsonConvert.SerializeObject(targetNData, Formatting.Indented));
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_logger.LogInformation("Calculating uptake map");
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||||
var uptakeMapItem =
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await _nitrogenService.CalculateUptakeMap(cropfieldItem, geotiffItem, plantingDate,
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measurementDate, input.InputVariable, input.InputLayerName);
|
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if (uptakeMapItem == null) {
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_logger.LogError("Something went wrong with creating the uptakeMap");
|
||||
return;
|
||||
}
|
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||||
_logger.LogInformation("Downloading uptake map");
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await _farmmapsApiService.DownloadItemAsync(uptakeMapItem.Code,
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Path.Combine(DownloadFolder, $"{input.OutputFileName}.uptake.zip"));
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_logger.LogInformation("UptakeMap downloaded to {0}", Path.Combine(DownloadFolder, $"{input.OutputFileName}.uptake.zip"));
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_logger.LogInformation("Calculating application map");
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var applicationMapItem =
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await _nitrogenService.CalculateApplicationMap(cropfieldItem, geotiffItem, plantingDate,
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measurementDate, input.InputVariable, targetNData.TargetN, input.InputLayerName);
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||||
|
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if (applicationMapItem == null) {
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||||
_logger.LogError("Something went wrong with creating the applicationMap");
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||||
return;
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||||
}
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||||
_logger.LogInformation("Downloading application map");
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await _farmmapsApiService.DownloadItemAsync(applicationMapItem.Code,
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Path.Combine(DownloadFolder, $"{input.OutputFileName}.application.zip"));
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_logger.LogInformation("Application map can be found in {0}", Path.Combine(DownloadFolder, $"{input.OutputFileName}.application.zip"));
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||||
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||||
//transforming tiff to shape
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||||
var tiffItem = applicationMapItem;
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||||
|
||||
if (tiffItem == null) {
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||||
_logger.LogError("Could not find item for uploaded data");
|
||||
return;
|
||||
}
|
||||
|
||||
//_logger.LogInformation($"Converting geotiff to shape");
|
||||
//var taskmap = await _generalService.GeotiffToShape(tiffItem);
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||||
//if (taskmap == null) {
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||||
// _logger.LogError("Something went wrong with geotiff to shape transformation");
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||||
// return;
|
||||
//}
|
||||
|
||||
//ApplicationMap (GEOTIFF) To Taskmap
|
||||
_logger.LogInformation($"Converting geotiff to taskmap");
|
||||
var taskmap = await _generalService.CreateTaskmap(cropfieldItem, tiffItem, input.CellWidth, input.CellHeight, input.StartPoint.ToString(Formatting.None),
|
||||
input.Centered.ToString(), input.EndPoint.ToString(Formatting.None), input.Angle);
|
||||
|
||||
if (taskmap == null)
|
||||
{
|
||||
_logger.LogError("Something went wrong with geotiff to shape transformation");
|
||||
return;
|
||||
}
|
||||
|
||||
|
||||
_logger.LogInformation("Downloading taskmap");
|
||||
await _farmmapsApiService.DownloadItemAsync(taskmap.Code,
|
||||
Path.Combine(DownloadFolder, $"{input.OutputFileName}.taskmap.zip"));
|
||||
|
||||
|
||||
}
|
||||
|
||||
|
||||
// Functions to save previously created cropfields
|
||||
private void LoadSettings(string file)
|
||||
{
|
||||
if (File.Exists(file))
|
||||
{
|
||||
var jsonText = File.ReadAllText(file);
|
||||
_settings = JsonConvert.DeserializeObject<Settings>(jsonText);
|
||||
}
|
||||
else
|
||||
{
|
||||
_settings = new Settings();
|
||||
}
|
||||
}
|
||||
|
||||
private void SaveSettings(string file)
|
||||
{
|
||||
if (_settings == null)
|
||||
return;
|
||||
|
||||
var json = JsonConvert.SerializeObject(_settings);
|
||||
File.WriteAllText(file, json);
|
||||
}
|
||||
private void SaveInfo(string file) {
|
||||
if (_settings == null)
|
||||
return;
|
||||
|
||||
var json = JsonConvert.SerializeObject(_settings);
|
||||
File.WriteAllText(file, json);
|
||||
|
||||
}
|
||||
|
||||
}
|
||||
}
|
||||
310
FarmmapsNbs/NitrogenInput.json
Normal file
310
FarmmapsNbs/NitrogenInput.json
Normal file
@@ -0,0 +1,310 @@
|
||||
[
|
||||
{
|
||||
"file": "Scan_1_20190605.json",
|
||||
"inputVariable": "irmi",
|
||||
"outputFileName": "vranbs1",
|
||||
"plantingDate": "2019-04-18",
|
||||
"measurementDate": "2019-06-05",
|
||||
"potatoPurposeType": "consumption",
|
||||
"targetYield": 45,
|
||||
"geometryJson": {
|
||||
"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 ]
|
||||
]
|
||||
]
|
||||
},
|
||||
//{
|
||||
//"file": "[...].json",
|
||||
//"inputVariable": "wdvi",
|
||||
//"outputFileName": "20201211_Mahindra",
|
||||
//"plantingDate": "2020-11-25",
|
||||
//"measurementDate": "2020-12-08",
|
||||
//"potatoPurposeType": "consumption",
|
||||
//"targetYield": 45,
|
||||
//"geometryJson": {
|
||||
// "type": "Polygon",
|
||||
// "coordinates": [
|
||||
// [
|
||||
// [ 75.4652734163369, 31.26328617861426 ],
|
||||
// [ 75.46527659380338, 31.26437743805827 ],
|
||||
// [ 75.46494267602188, 31.26438166160194 ],
|
||||
// [ 75.46493257618651, 31.26462192072676 ],
|
||||
// [ 75.46438242791261, 31.26462132638865 ],
|
||||
// [ 75.46438225728252, 31.26334267015003 ],
|
||||
// [ 75.46448543502072, 31.26333463263533 ],
|
||||
// [ 75.46448842093658, 31.26302891147988 ],
|
||||
// [ 75.46507631089699, 31.26299589154944 ],
|
||||
// [ 75.46509039016291, 31.26329023051392 ],
|
||||
// [ 75.4652734163369, 31.26328617861426 ]
|
||||
// ]
|
||||
// ]
|
||||
//}
|
||||
//}
|
||||
|
||||
//},
|
||||
//{
|
||||
// "file": "Scan_1_20190605.zip",
|
||||
// "inputVariable": "irmi",
|
||||
// "outputFileName": "vranbs2",
|
||||
// "plantingDate": "2019-04-18",
|
||||
// "measurementDate": "2019-06-05",
|
||||
// "potatoPurposeType": "starch",
|
||||
// "targetYield": 45,
|
||||
// "geometryJson": {
|
||||
// "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 ]
|
||||
// ]
|
||||
// ]
|
||||
// }
|
||||
//},
|
||||
//{
|
||||
// "file": "Scan_1_20190605.zip",
|
||||
// "inputVariable": "irmi",
|
||||
{
|
||||
"file": "", // keep emptpy to use satellite image
|
||||
"inputVariable": "wdvi",
|
||||
"InputLayerName": "wdvi",
|
||||
"outputFileName": "rtest1",
|
||||
"plantingDate": "2020-05-01",
|
||||
"measurementDate": "2020-06-14",
|
||||
"potatoPurposeType": "consumption",
|
||||
"targetYield": 60,
|
||||
"geometryJson": {
|
||||
"type": "Polygon",
|
||||
"coordinates": [
|
||||
[
|
||||
[ 4.960707146896585, 52.800583669708487 ],
|
||||
[ 4.960645975538824, 52.800470217610922 ],
|
||||
[ 4.962140695752897, 52.799177147194797 ],
|
||||
[ 4.967523821195745, 52.801502400041208 ],
|
||||
[ 4.966336768950911, 52.802543735879809 ],
|
||||
[ 4.961711880764330, 52.801009996856429 ],
|
||||
[ 4.960707146896585, 52.800583669708487 ]
|
||||
]
|
||||
]
|
||||
}
|
||||
}
|
||||
//,
|
||||
//{
|
||||
// "file": "", // keep emptpy to use satellite image
|
||||
// "inputVariable": "wdvi",
|
||||
// "InputLayerName": "wdvi",
|
||||
// "outputFileName": "mtest1",
|
||||
// "plantingDate": "2020-04-01",
|
||||
// "measurementDate": "2020-06-24",
|
||||
// "potatoPurposeType": "consumption",
|
||||
// "targetYield": 60,
|
||||
// "geometryJson": {
|
||||
// "type": "Polygon",
|
||||
// "coordinates": [
|
||||
// [
|
||||
// [ 3.575458869234128, 51.308707885669762 ],
|
||||
// [ 3.575508957999423, 51.30878478562019 ],
|
||||
// [ 3.576188404403633, 51.309372997559777 ],
|
||||
// [ 3.576188872410267, 51.309374219701091 ],
|
||||
// [ 3.576210290749152, 51.309430091473608 ],
|
||||
// [ 3.57621266537704, 51.309483685674898 ],
|
||||
// [ 3.576213477455834, 51.309502027981374 ],
|
||||
// [ 3.577543136860447, 51.310682367527122 ],
|
||||
// [ 3.57796629328866, 51.31104321405175 ],
|
||||
// [ 3.578442479292087, 51.311449273042747 ],
|
||||
// [ 3.57866702353106, 51.311636072786726 ],
|
||||
// [ 3.57880446997978, 51.31157117599529 ],
|
||||
// [ 3.579155910205885, 51.311863542729718 ],
|
||||
// [ 3.579175814007489, 51.311875435159394 ],
|
||||
// [ 3.579293885246395, 51.311936532835396 ],
|
||||
// [ 3.579413896180069, 51.311998649478575 ],
|
||||
// [ 3.579514543462617, 51.312041110734917 ],
|
||||
// [ 3.579611760655688, 51.312082118352606 ],
|
||||
// [ 3.579635115371588, 51.312093949652223 ],
|
||||
// [ 3.579793143414486, 51.312189437140432 ],
|
||||
// [ 3.579966991648108, 51.312286148850511 ],
|
||||
// [ 3.580079704980967, 51.312332458349751 ],
|
||||
// [ 3.580203717638148, 51.312336471368539 ],
|
||||
// [ 3.580307101018293, 51.312330239539847 ],
|
||||
// [ 3.580383836270609, 51.312317097185243 ],
|
||||
// [ 3.580505207977176, 51.312279163554869 ],
|
||||
// [ 3.580610387713855, 51.312233723091026 ],
|
||||
// [ 3.5806309754483, 51.312226093729677 ],
|
||||
// [ 3.580638516049738, 51.312223727082049 ],
|
||||
// [ 3.58075536599681, 51.312186990706344 ],
|
||||
// [ 3.580787745633303, 51.312176820129551 ],
|
||||
// [ 3.580829682241423, 51.312167665428959 ],
|
||||
// [ 3.58086828456562, 51.312162614898625 ],
|
||||
// [ 3.580980493636721, 51.312147935609723 ],
|
||||
// [ 3.581014352632766, 51.312145662592656 ],
|
||||
// [ 3.581028980583245, 51.312145592849248 ],
|
||||
// [ 3.581119189823368, 51.312145103215911 ],
|
||||
// [ 3.581195330198145, 51.312144693075908 ],
|
||||
// [ 3.581243537809229, 51.312148741603245 ],
|
||||
// [ 3.58132480221972, 51.312163110548383 ],
|
||||
// [ 3.581426517039001, 51.312181089466016 ],
|
||||
// [ 3.581448095953263, 51.312184910295024 ],
|
||||
// [ 3.581474337475052, 51.312191038736145 ],
|
||||
// [ 3.581709405982819, 51.312260068944951 ],
|
||||
// [ 3.581727319558337, 51.312266163697757 ],
|
||||
// [ 3.581753583356718, 51.312276407881612 ],
|
||||
// [ 3.581841655772683, 51.312310743468075 ],
|
||||
// [ 3.581878851795624, 51.312325234405343 ],
|
||||
// [ 3.581905889860924, 51.312338260798654 ],
|
||||
// [ 3.581906254501594, 51.312338472113815 ],
|
||||
// [ 3.582048236499295, 51.312422439022804 ],
|
||||
// [ 3.58189849928915, 51.312481944577037 ],
|
||||
// [ 3.583044298383354, 51.312095780444281 ],
|
||||
// [ 3.582984006671231, 51.312017283925279 ],
|
||||
// [ 3.582743535862999, 51.311699343434064 ],
|
||||
// [ 3.582628599916243, 51.311582190756774 ],
|
||||
// [ 3.581446834435509, 51.310511259982569 ],
|
||||
// [ 3.580621864908701, 51.309767270412806 ],
|
||||
// [ 3.579610575760466, 51.308860440593946 ],
|
||||
// [ 3.579112608916012, 51.308394999612226 ],
|
||||
// [ 3.578688808506157, 51.307968441218165 ],
|
||||
// [ 3.578394256007207, 51.307644098092617 ],
|
||||
// [ 3.578355980318371, 51.307607614964702 ],
|
||||
// [ 3.578217977585775, 51.307654179547846 ],
|
||||
// [ 3.577480636332469, 51.307921035607997 ],
|
||||
// [ 3.575695560441006, 51.308577167973212 ],
|
||||
// [ 3.575668643609169, 51.30855384769157 ],
|
||||
// [ 3.575666204524265, 51.308551734020703 ],
|
||||
// [ 3.575506397192348, 51.308609906947261 ],
|
||||
// [ 3.575459139533024, 51.308653178431456 ],
|
||||
// [ 3.575458869234128, 51.308707885669762 ]
|
||||
// ]
|
||||
// ]
|
||||
// }
|
||||
//}
|
||||
//,
|
||||
//{
|
||||
// "file": "Scan_1_20190605.zip",
|
||||
// "inputVariable": "irmi",
|
||||
// "InputLayerName": "IRMI",
|
||||
// "outputFileName": "vranbs3",
|
||||
// "plantingDate": "2019-04-18",
|
||||
// "measurementDate": "2019-06-20",
|
||||
// "potatoPurposeType": "starch",
|
||||
// "targetYield": 45,
|
||||
// "geometryJson": {
|
||||
// "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 ]
|
||||
// ]
|
||||
// ]
|
||||
// }
|
||||
//},
|
||||
//{
|
||||
// "file": "Scan_1_20190605.zip",
|
||||
// "inputVariable": "irmi",
|
||||
//}
|
||||
//,
|
||||
//{
|
||||
// "file": "Scan_1_20190605.zip",
|
||||
// "inputVariable": "irmi",
|
||||
// "InputLayerName": "",
|
||||
// "outputFileName": "vranbs4",
|
||||
// "plantingDate": "2019-04-18",
|
||||
// "measurementDate": "2019-07-03",
|
||||
// "potatoPurposeType": "starch",
|
||||
// "targetYield": 45,
|
||||
// "geometryJson": {
|
||||
// "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 ]
|
||||
// ]
|
||||
// ]
|
||||
// }
|
||||
|
||||
}
|
||||
|
||||
//}
|
||||
|
||||
]
|
||||
191
FarmmapsNbs/NitrogenService.cs
Normal file
191
FarmmapsNbs/NitrogenService.cs
Normal file
@@ -0,0 +1,191 @@
|
||||
using System;
|
||||
using System.Globalization;
|
||||
using System.Threading.Tasks;
|
||||
using FarmmapsApi.Models;
|
||||
using FarmmapsApi.Services;
|
||||
using FarmmapsNbs.Models;
|
||||
using Microsoft.Extensions.Logging;
|
||||
using static FarmmapsApi.Extensions;
|
||||
using static FarmmapsApiSamples.Constants;
|
||||
|
||||
namespace FarmmapsNbs
|
||||
{
|
||||
public class NitrogenService
|
||||
{
|
||||
private readonly ILogger<NitrogenService> _logger;
|
||||
private readonly FarmmapsApiService _farmmapsApiService;
|
||||
private readonly GeneralService _generalService;
|
||||
|
||||
public NitrogenService(ILogger<NitrogenService> logger, FarmmapsApiService farmmapsApiService,
|
||||
GeneralService generalService)
|
||||
{
|
||||
_logger = logger;
|
||||
_farmmapsApiService = farmmapsApiService;
|
||||
_generalService = generalService;
|
||||
}
|
||||
|
||||
public async Task<Item> CreateTargetNItem(Item cropfieldItem)
|
||||
{
|
||||
var itemRequest = new ItemRequest()
|
||||
{
|
||||
ParentCode = cropfieldItem.ParentCode,
|
||||
ItemType = USERINPUT_ITEMTYPE,
|
||||
Name = "TargetN"
|
||||
};
|
||||
return await _farmmapsApiService.CreateItemAsync(itemRequest);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Calculates TargetN, makes the assumption the cropfield and user.input(targetn) item have the same parent
|
||||
/// </summary>
|
||||
/// <param name="cropfieldItem">The cropfield to base the calculations on</param>
|
||||
/// <param name="targetNItem">The targetN item to save calculations in</param>
|
||||
/// <param name="plantingDate">The date the crop is planted</param>
|
||||
/// <param name="measurementDate">The date the measurements are taken</param>
|
||||
/// <param name="purposeType">The crop purpose</param>
|
||||
/// <param name="targetYield">The target yield input for the TargetN calculation</param>
|
||||
/// <returns>The TargetN</returns>
|
||||
public async Task<TargetNData> CalculateTargetN(Item cropfieldItem, Item targetNItem, DateTime plantingDate,
|
||||
DateTime measurementDate, string purposeType, int targetYield)
|
||||
{
|
||||
var nbsTargetNRequest = new TaskRequest {TaskType = VRANBS_TASK};
|
||||
nbsTargetNRequest.attributes["operation"] = "targetn";
|
||||
nbsTargetNRequest.attributes["inputCode"] = targetNItem.Code;
|
||||
nbsTargetNRequest.attributes["plantingDate"] = plantingDate.ToString("o");
|
||||
nbsTargetNRequest.attributes["measurementDate"] = measurementDate.ToString("o");
|
||||
nbsTargetNRequest.attributes["purposeType"] = purposeType.ToLower();
|
||||
nbsTargetNRequest.attributes["targetYield"] = targetYield.ToString();
|
||||
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, nbsTargetNRequest);
|
||||
|
||||
await PollTask(TimeSpan.FromSeconds(3), async (tokenSource) =>
|
||||
{
|
||||
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
||||
if (itemTaskStatus.IsFinished)
|
||||
tokenSource.Cancel();
|
||||
});
|
||||
|
||||
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
||||
if(itemTask.State == ItemTaskState.Error)
|
||||
{
|
||||
_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
|
||||
return null;
|
||||
}
|
||||
|
||||
var item = await _farmmapsApiService.GetItemAsync(targetNItem.Code);
|
||||
return item.Data.ToObject<TargetNData>();
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Calculates the uptake map based on the given inputs
|
||||
/// </summary>
|
||||
/// <param name="cropfieldItem">The cropfield to base the calculations on</param>
|
||||
/// <param name="inputItem"></param>
|
||||
/// <param name="plantingDate">The date the crop is planted</param>
|
||||
/// <param name="measurementDate">The date the measurements are taken</param>
|
||||
/// <param name="inputType">Data type, could be yara, ci, irmi or wdvi</param>
|
||||
/// <param name="inputLayerName">Column name in which the sensor value is stored</param>
|
||||
/// <returns></returns>
|
||||
public async Task<Item> CalculateUptakeMap(Item cropfieldItem, Item inputItem, DateTime plantingDate,
|
||||
DateTime measurementDate, string inputType, string inputLayerName)
|
||||
{
|
||||
var nbsUptakeMapRequest = new TaskRequest {TaskType = VRANBS_TASK};
|
||||
nbsUptakeMapRequest.attributes["operation"] = "uptake";
|
||||
nbsUptakeMapRequest.attributes["inputCode"] = inputItem.Code;
|
||||
nbsUptakeMapRequest.attributes["plantingDate"] = plantingDate.ToString("o");
|
||||
nbsUptakeMapRequest.attributes["measurementDate"] = measurementDate.ToString("o");
|
||||
nbsUptakeMapRequest.attributes["inputType"] = inputType.ToLower();
|
||||
if (!(string.IsNullOrEmpty(inputLayerName))) nbsUptakeMapRequest.attributes["inputLayerName"] = inputLayerName;
|
||||
//toevoeging FS. Kolom IRMI hernoemd als IMI. Deze wordt niet automatisch herkend. En moet dus gespecificeerd worden.
|
||||
|
||||
|
||||
|
||||
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, nbsUptakeMapRequest);
|
||||
|
||||
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) =>
|
||||
{
|
||||
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
||||
_logger.LogInformation($"Calculating uptake map; status: {itemTaskStatus.State}");
|
||||
if (itemTaskStatus.IsFinished)
|
||||
tokenSource.Cancel();
|
||||
});
|
||||
|
||||
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
||||
if (itemTask.State == ItemTaskState.Error)
|
||||
{
|
||||
_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
|
||||
return null;
|
||||
}
|
||||
|
||||
var itemName = "VRANbs uptake";
|
||||
var uptakeMapItem = await _generalService.FindChildItemAsync(cropfieldItem.Code,
|
||||
GEOTIFF_PROCESSED_ITEMTYPE, itemName,
|
||||
i => i.Updated >= itemTask.Finished.GetValueOrDefault(DateTime.UtcNow) &&
|
||||
i.Name.ToLower().Contains(itemName.ToLower()));
|
||||
|
||||
if (uptakeMapItem == null)
|
||||
{
|
||||
_logger.LogError("Could not find the uptake geotiff child item under cropfield");
|
||||
return null;
|
||||
}
|
||||
|
||||
return uptakeMapItem;
|
||||
}
|
||||
|
||||
|
||||
/// <summary>
|
||||
/// Creates the nitrogen application map based on given input data
|
||||
/// </summary>
|
||||
/// <param name="cropfieldItem">The cropfield to base the calculations on</param>
|
||||
/// <param name="inputItem">The farmmaps item containing the geotiff data</param>
|
||||
/// <param name="plantingDate">The date the crop is planted</param>
|
||||
/// <param name="measurementDate">The date the measurements are taken</param>
|
||||
/// <param name="inputType">The inputtype to use, could be yara, ci, irmi or wdvi</param>
|
||||
/// <param name="targetN">The target nitrogen to use for the calculations</param>
|
||||
/// <returns></returns>
|
||||
public async Task<Item> CalculateApplicationMap(Item cropfieldItem, Item inputItem, DateTime plantingDate,
|
||||
DateTime measurementDate, string inputType, double targetN, string inputLayerName)
|
||||
{
|
||||
var nbsApplicationMapRequest = new TaskRequest {TaskType = VRANBS_TASK};
|
||||
nbsApplicationMapRequest.attributes["operation"] = "application";
|
||||
nbsApplicationMapRequest.attributes["inputCode"] = inputItem.Code;
|
||||
nbsApplicationMapRequest.attributes["plantingDate"] = plantingDate.ToString("o");
|
||||
nbsApplicationMapRequest.attributes["measurementDate"] = measurementDate.ToString("o");
|
||||
nbsApplicationMapRequest.attributes["inputCode"] = inputItem.Code;
|
||||
nbsApplicationMapRequest.attributes["inputType"] = inputType.ToLower();
|
||||
nbsApplicationMapRequest.attributes["targetN"] = targetN.ToString(CultureInfo.InvariantCulture);
|
||||
if (!(string.IsNullOrEmpty(inputLayerName))) nbsApplicationMapRequest.attributes["inputLayerName"] = inputLayerName;
|
||||
|
||||
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, nbsApplicationMapRequest);
|
||||
|
||||
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) =>
|
||||
{
|
||||
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
||||
_logger.LogInformation($"Calculating application map; status: {itemTaskStatus.State}");
|
||||
if (itemTaskStatus.IsFinished)
|
||||
tokenSource.Cancel();
|
||||
});
|
||||
|
||||
|
||||
|
||||
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
||||
if(itemTask.State == ItemTaskState.Error)
|
||||
{
|
||||
_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
|
||||
return null;
|
||||
}
|
||||
|
||||
var itemName = $"VRANbs application";
|
||||
var applicationMapItem = await _generalService.FindChildItemAsync(cropfieldItem.Code,
|
||||
GEOTIFF_PROCESSED_ITEMTYPE, itemName,
|
||||
i => i.Updated >= itemTask.Finished.GetValueOrDefault(DateTime.UtcNow) &&
|
||||
i.Name.ToLower().Contains(itemName.ToLower()));
|
||||
if (applicationMapItem == null)
|
||||
{
|
||||
_logger.LogError("Could not find the application map geotiff child item under cropfield");
|
||||
return null;
|
||||
}
|
||||
|
||||
return applicationMapItem;
|
||||
}
|
||||
}
|
||||
}
|
||||
23
FarmmapsNbs/Program.cs
Normal file
23
FarmmapsNbs/Program.cs
Normal file
@@ -0,0 +1,23 @@
|
||||
using System.Threading.Tasks;
|
||||
using FarmmapsApi;
|
||||
using Microsoft.Extensions.DependencyInjection;
|
||||
using Microsoft.Extensions.Logging;
|
||||
|
||||
namespace FarmmapsNbs
|
||||
{
|
||||
class Program : FarmmapsProgram<NbsApplication>
|
||||
{
|
||||
private static async Task Main(string[] args)
|
||||
{
|
||||
await new Program().Start(args);
|
||||
}
|
||||
|
||||
protected override void Configure(IServiceCollection serviceCollection)
|
||||
{
|
||||
serviceCollection.AddLogging(opts => opts
|
||||
.AddConsole()
|
||||
.AddFilter("System.Net.Http", LogLevel.Warning))
|
||||
.AddTransient<NitrogenService>();
|
||||
}
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user