forked from FarmMaps/FarmMapsApiClient
603 lines
28 KiB
C#
603 lines
28 KiB
C#
using System;
|
|
using System.Collections.Generic;
|
|
using System.IO;
|
|
using System.Linq;
|
|
using System.Threading.Tasks;
|
|
using FarmmapsApi.Models;
|
|
using Google.Apis.Upload;
|
|
using Microsoft.Extensions.Logging;
|
|
using Newtonsoft.Json.Linq;
|
|
using static FarmmapsApi.Extensions;
|
|
using static FarmmapsApiSamples.Constants;
|
|
|
|
namespace FarmmapsApi.Services
|
|
{
|
|
public class GeneralService {
|
|
private readonly ILogger<GeneralService> _logger;
|
|
private readonly FarmmapsApiService _farmmapsApiService;
|
|
|
|
public GeneralService(ILogger<GeneralService> logger, FarmmapsApiService farmmapsApiService) {
|
|
_logger = logger;
|
|
_farmmapsApiService = farmmapsApiService;
|
|
}
|
|
|
|
public async Task<Item> CreateCropfieldItemAsync(string parentItemCode, string name, int year,
|
|
string fieldGeomJson, string data = "{}") {
|
|
var currentYear = new DateTime(year, 1, 1);
|
|
var cropfieldItemRequest = new ItemRequest() {
|
|
ParentCode = parentItemCode,
|
|
ItemType = CROPFIELD_ITEMTYPE,
|
|
Name = name,
|
|
DataDate = currentYear,
|
|
DataEndDate = currentYear.AddYears(1).AddDays(-1),
|
|
Data = JObject.Parse(data),
|
|
Geometry = JObject.Parse(fieldGeomJson)
|
|
};
|
|
|
|
return await _farmmapsApiService.CreateItemAsync(cropfieldItemRequest);
|
|
}
|
|
|
|
public async Task<Item> UploadDataAsync(UserRoot root, string itemType, string filePath, string itemName, string geoJsonString = null)
|
|
{
|
|
var startUpload = DateTime.UtcNow.AddSeconds(-3);
|
|
var result = await _farmmapsApiService.UploadFile(filePath, root.Code, geoJsonString,
|
|
progress => _logger.LogInformation($"Status: {progress.Status} - BytesSent: {progress.BytesSent}"));
|
|
|
|
if (result.Progress.Status == UploadStatus.Failed)
|
|
return null;
|
|
|
|
return await FindChildItemAsync(root.Code, itemType, itemName,
|
|
i => i.Created >= startUpload &&
|
|
i.Name.ToLower().Contains(itemName.ToLower()));
|
|
}
|
|
|
|
public async Task<Item> UploadZipWithShapeAsync(UserRoot root, string filePath, string itemName, string geoJsonString = null)
|
|
{
|
|
var startUpload = DateTime.UtcNow.AddSeconds(-3);
|
|
var result = await _farmmapsApiService.UploadFile(filePath, root.Code, geoJsonString,
|
|
progress => _logger.LogInformation($"Status: {progress.Status} - BytesSent: {progress.BytesSent}"));
|
|
|
|
if (result.Progress.Status == UploadStatus.Failed)
|
|
return null;
|
|
|
|
return await FindChildItemAsync(root.Code, SHAPE_PROCESSED_ITEMTYPE, itemName,
|
|
i => i.Created >= startUpload &&
|
|
i.Name.ToLower().Contains(itemName.ToLower())); ;
|
|
}
|
|
|
|
public async Task<Item> ShapeToGeotiff(Item shapeItem)
|
|
{
|
|
var startUpload = DateTime.UtcNow.AddSeconds(-3);
|
|
await RunAndWaitForTask(shapeItem, "vnd.farmmaps.task.shapetogeotiff");
|
|
|
|
return await FindChildItemAsync(shapeItem.ParentCode, GEOTIFF_PROCESSED_ITEMTYPE, shapeItem.Name,
|
|
i => i.Created >= startUpload &&
|
|
i.Name.ToLower().Contains(shapeItem.Name.ToLower()));
|
|
}
|
|
|
|
|
|
public async Task<Item> GeotiffToShape(Item tiffItem)
|
|
{
|
|
var taskmapRequest = new TaskRequest {TaskType = TASKMAP_TASK};
|
|
taskmapRequest.attributes["cellWidth"] = "3";
|
|
taskmapRequest.attributes["cellHeight"] = "1";
|
|
taskmapRequest.attributes["angle"] = "0";
|
|
|
|
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(tiffItem.Code, taskmapRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) => {
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(tiffItem.Code, itemTaskCode);
|
|
_logger.LogInformation($"Waiting on converting geotiff to shape; status: {itemTaskStatus.State}");
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
});
|
|
|
|
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(tiffItem.Code, itemTaskCode);
|
|
if (itemTask.State == ItemTaskState.Error) {
|
|
_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
|
|
return null;
|
|
}
|
|
|
|
//the taskmap is a child of the input tiff *** Update feb 2021: it is a child of the cropfield.
|
|
var itemName = "Taskmap";
|
|
var taskMapItem = await FindChildItemAsync(tiffItem.ParentCode,
|
|
SHAPE_PROCESSED_ITEMTYPE, itemName);
|
|
if (taskMapItem == null) {
|
|
_logger.LogError("Could not find the shape taskmap as a child item under the input");
|
|
return null;
|
|
}
|
|
|
|
return taskMapItem;
|
|
}
|
|
|
|
// Create taskmap based on width, height and direction
|
|
|
|
public async Task<Item> CreateTaskmap(Item cropfieldItem, Item tiffItem, string outputType, string cellWidth, string cellHeight,
|
|
string startPoint, string ddiCode = "0001", string centered = "false", string endPoint = null, string angle = null, string precision = null,
|
|
string cropTypeName = null, string costumerName = null, string ProductGroupName = null, string productName = null,
|
|
string resolution = "3", string unitScale = null, string maximumClasses = null)
|
|
|
|
|
|
{
|
|
var taskmapRequest = new TaskRequest { TaskType = TASKMAP_TASK };
|
|
taskmapRequest.attributes["inputCode"] = tiffItem.Code;
|
|
taskmapRequest.attributes["operation"] = outputType; // Currently onlye "shape" supported, if ISOXML is supported this should be an input
|
|
taskmapRequest.attributes["cellWidth"] = cellWidth; //metres
|
|
taskmapRequest.attributes["cellHeight"] = cellHeight; //metres
|
|
taskmapRequest.attributes["startPoint"] = startPoint; // Coordinates WGS84
|
|
taskmapRequest.attributes["centered"] = centered;
|
|
if (outputType == "isoxml") taskmapRequest.attributes["ddiCode"] = ddiCode; // ddi is obligatory for isoxml, if not given set to 0001
|
|
if (angle == null) taskmapRequest.attributes["endPoint"] = endPoint; // Coordinates WGS84
|
|
if (endPoint == null) taskmapRequest.attributes["angle"] = angle; // degrees between 0.0 and 360.0
|
|
|
|
|
|
// Optional attributes
|
|
if (precision != null) taskmapRequest.attributes["precision"] = precision;
|
|
if (cropTypeName != null) taskmapRequest.attributes["cropTypeName"] = cropTypeName;
|
|
if (costumerName != null) taskmapRequest.attributes["costumerName"] = costumerName;
|
|
if (ProductGroupName != null) taskmapRequest.attributes["ProductGroupName"] = ProductGroupName;
|
|
if (productName != null) taskmapRequest.attributes["productName"] = productName;
|
|
if (resolution != null) taskmapRequest.attributes["resolution"] = resolution;
|
|
if (unitScale != null) taskmapRequest.attributes["unitScale"] = unitScale;
|
|
if (maximumClasses != null) taskmapRequest.attributes["maximumClasses"] = maximumClasses; // Can be used for shapefile too
|
|
|
|
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, taskmapRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) => {
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
_logger.LogInformation($"Waiting on conversion to Taskmap; status: {itemTaskStatus.State}");
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
});
|
|
|
|
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
if (itemTask.State == ItemTaskState.Error)
|
|
{
|
|
_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
|
|
return null;
|
|
}
|
|
|
|
//the taskmap is a child of the input tiff
|
|
var itemName = "Taskmap";
|
|
Item taskMapItem = null;
|
|
if (outputType == "isoxml") {taskMapItem = await FindChildItemAsync(tiffItem.ParentCode,
|
|
ISOXML_PROCESSED_ITEMTYPE, itemName);
|
|
}
|
|
else if (outputType== "shape") {
|
|
taskMapItem = await FindChildItemAsync(tiffItem.ParentCode,
|
|
|
|
SHAPE_PROCESSED_ITEMTYPE, itemName);
|
|
}
|
|
else
|
|
{
|
|
_logger.LogError("OutputType not specified, could not determine if output should be shape or ISOXML");
|
|
taskMapItem = null;
|
|
}
|
|
|
|
|
|
if (taskMapItem == null)
|
|
{
|
|
_logger.LogError("Could not find the shape/isoxml taskmap as a child item under the input");
|
|
return null;
|
|
}
|
|
|
|
return taskMapItem;
|
|
}
|
|
|
|
|
|
public async Task<ItemTaskStatus> RunAndWaitForTask(Item subjectItem, string taskIdentifier,
|
|
Action<TaskRequest> configureCallback = null, int retrySeconds = 3) {
|
|
var taskRequest = new TaskRequest() {
|
|
TaskType = taskIdentifier
|
|
};
|
|
configureCallback?.Invoke(taskRequest);
|
|
|
|
var taskCode = await _farmmapsApiService.QueueTaskAsync(subjectItem.Code, taskRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(retrySeconds), async (tokenSource) => {
|
|
_logger.LogInformation($"Checking {taskIdentifier} task status");
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(subjectItem.Code, taskCode);
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
});
|
|
|
|
_logger.LogInformation($"{taskIdentifier} finished");
|
|
|
|
return await _farmmapsApiService.GetTaskStatusAsync(subjectItem.Code, taskCode);
|
|
}
|
|
|
|
public async Task<Item> FindChildItemAsync(string parentCode, string itemType, string containsName,
|
|
Func<Item, bool> filter = null, int maxTries = 10) {
|
|
Item dataItem = null;
|
|
int tries = 0;
|
|
await PollTask(TimeSpan.FromSeconds(3), async source => {
|
|
_logger.LogInformation($"Trying to get {containsName} data");
|
|
var uploadedFilesChildren = await _farmmapsApiService.GetItemChildrenAsync(parentCode, itemType);
|
|
Func<Item, bool> func = filter ?? (i => i.Name.ToLower().Contains(containsName.ToLower()));
|
|
dataItem = uploadedFilesChildren.FirstOrDefault(func);
|
|
if (dataItem != null || tries == maxTries) {
|
|
source.Cancel();
|
|
}
|
|
|
|
tries++;
|
|
});
|
|
|
|
if (dataItem == null) {
|
|
_logger.LogError("dataItem not found");
|
|
return null;
|
|
}
|
|
|
|
_logger.LogInformation($"Found {containsName} item");
|
|
return dataItem;
|
|
}
|
|
|
|
public async Task<Item> RunBofekTask(Item cropfieldItem) {
|
|
var taskmapRequest = new TaskRequest { TaskType = BOFEK_TASK };
|
|
|
|
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, taskmapRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) => {
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
_logger.LogInformation($"Waiting on retreiving BOFEK data; status: {itemTaskStatus.State}");
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
});
|
|
|
|
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
if (itemTask.State == ItemTaskState.Error) {
|
|
_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
|
|
return null;
|
|
}
|
|
|
|
//the BOFEK data is a child of the cropfield
|
|
var itemName = "bofek";
|
|
var bofekItem = await FindChildItemAsync(cropfieldItem.Code,
|
|
SHAPE_PROCESSED_ITEMTYPE, itemName);
|
|
if (bofekItem == null) {
|
|
_logger.LogError("Could not find the BOFEK data as a child item under the cropfield");
|
|
return null;
|
|
}
|
|
|
|
return bofekItem;
|
|
}
|
|
|
|
public async Task<Item> RunAhnTask(Item cropfieldItem) {
|
|
var taskmapRequest = new TaskRequest { TaskType = AHN_TASK };
|
|
|
|
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, taskmapRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) => {
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
_logger.LogInformation($"Waiting on retreiving AHN data; status: {itemTaskStatus.State}");
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
});
|
|
|
|
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
if (itemTask.State == ItemTaskState.Error) {
|
|
_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
|
|
return null;
|
|
}
|
|
|
|
//the AHN data is a child of the cropfield
|
|
var itemName = "ahn";
|
|
var ahnItem = await FindChildItemAsync(cropfieldItem.Code,
|
|
GEOTIFF_PROCESSED_ITEMTYPE, itemName);
|
|
if (ahnItem == null) {
|
|
_logger.LogError("Could not find the AHN data as a child item under the cropfield");
|
|
return null;
|
|
}
|
|
|
|
return ahnItem;
|
|
}
|
|
|
|
public async Task<Item> RunShadowTask(Item cropfieldItem) {
|
|
var taskmapRequest = new TaskRequest { TaskType = SHADOW_TASK };
|
|
|
|
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, taskmapRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) => {
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
_logger.LogInformation($"Waiting on calculation shadow data; status: {itemTaskStatus.State}");
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
});
|
|
|
|
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
if (itemTask.State == ItemTaskState.Error) {
|
|
_logger.LogError($"Something went wrong with task execution: {itemTask.Message}");
|
|
return null;
|
|
}
|
|
|
|
//the shadow data is a child of the cropfield
|
|
var itemName = "shadow";
|
|
var shadowItem = await FindChildItemAsync(cropfieldItem.Code,
|
|
GEOTIFF_PROCESSED_ITEMTYPE, itemName);
|
|
if (shadowItem == null) {
|
|
_logger.LogError("Could not find the shadow data as a child item under the cropfield");
|
|
return null;
|
|
}
|
|
|
|
return shadowItem;
|
|
}
|
|
|
|
|
|
public async Task<string> RunSatelliteTask(Item cropfieldItem) {
|
|
|
|
_logger.LogInformation("Gathering satellite information for cropfield, this might take a while!");
|
|
|
|
var taskmapRequest = new TaskRequest { TaskType = SATELLITE_TASK };
|
|
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, taskmapRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) => {
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
_logger.LogInformation($"Waiting on satellite data; status: {itemTaskStatus.State}");
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
|
|
});
|
|
|
|
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
|
|
if (itemTask.State == ItemTaskState.Error) {
|
|
_logger.LogError($"Something went wrong when trying to process satellite data; {itemTask.Message}");
|
|
|
|
}
|
|
|
|
return itemTask.Code;
|
|
}
|
|
|
|
|
|
public async Task<Item> FindSatelliteItem(Item cropfieldItem, string satelliteTaskCode, string FieldName = null, int selectedLayer = 0, bool allItemsStatistics = false, string DownloadFolder = null) {
|
|
|
|
var taskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, satelliteTaskCode);
|
|
|
|
|
|
// find ndvi or wdvi satellite data geotiffs
|
|
var temporalItem = await FindChildItemAsync(cropfieldItem.Code, TEMPORAL_ITEMTYPE,
|
|
"Cropfield Satellite items", item => item.SourceTask == SATELLITE_TASK &&
|
|
taskStatus.Finished >= item.Created &&
|
|
taskStatus.Finished <= item.Created.Value.AddHours(1));
|
|
|
|
|
|
if (temporalItem == null) {
|
|
_logger.LogError("Temporal item not found");
|
|
|
|
}
|
|
|
|
var satelliteTiffs = await _farmmapsApiService.GetItemChildrenAsync(temporalItem.Code);
|
|
|
|
if (allItemsStatistics == false) {
|
|
_logger.LogInformation("Available satellite images:");
|
|
var count = 0;
|
|
TimeSpan.FromSeconds(0.5);
|
|
foreach (var item in satelliteTiffs) {
|
|
|
|
Console.WriteLine($"Satellite image #{count}: {item.DataDate}");
|
|
count++;
|
|
}
|
|
|
|
_logger.LogInformation("Enter satellite image number for NBS application");
|
|
int element = Int32.Parse(Console.ReadLine());
|
|
var selectedSatelliteItem = satelliteTiffs[element];
|
|
|
|
if (selectedSatelliteItem == null) {
|
|
_logger.LogError("Satellite item not found");
|
|
|
|
return selectedSatelliteItem;
|
|
}
|
|
}
|
|
|
|
if (allItemsStatistics == true ) {
|
|
var count = 0;
|
|
foreach (var item in satelliteTiffs) {
|
|
var satellitetBand = item.Data["layers"][selectedLayer]["name"];
|
|
var SatelliteImageYear = (DateTime)item.DataDate;
|
|
var SatelliteYear = SatelliteImageYear.ToString("yyyy");
|
|
var SatelliteFile = $"{DownloadFolder}/SatelliteDataStatistics_{SatelliteYear}_{FieldName}_{satellitetBand}.csv";
|
|
var NewLineField = $"Field,Date,Mean,Min,Max,Standard deviation, ConfidenceInterval low, ConfidenceInterval high" + Environment.NewLine;
|
|
if (count == 0) {
|
|
File.AppendAllText(SatelliteFile, NewLineField);
|
|
var numbervandersat = satelliteTiffs.Count;
|
|
Console.WriteLine($"{numbervandersat} Satellite images found");
|
|
}
|
|
|
|
var SatelliteStatistics = item.Data["layers"][0]["renderer"]["band"]["statistics"];
|
|
var SatelliteImageDate = (DateTime)item.DataDate;
|
|
var satelliteDate = SatelliteImageDate.ToString("yyyy-MM-dd");
|
|
var NewLineDate = $"\"date\":{satelliteDate}" + Environment.NewLine;
|
|
if (SatelliteStatistics == null) {
|
|
Console.WriteLine($"{satelliteDate} no statistics found");
|
|
//Console.WriteLine($"Available data: {item.Data}");
|
|
} else {
|
|
File.AppendAllText(SatelliteFile, $"{FieldName},{satelliteDate},{SatelliteStatistics["mean"]},{SatelliteStatistics["min"]},{SatelliteStatistics["max"]},{SatelliteStatistics["stddev"]},{SatelliteStatistics["confidenceIntervalLow"]},{SatelliteStatistics["confidenceIntervalHigh"]}" + Environment.NewLine);
|
|
}
|
|
|
|
if (true) {
|
|
// download the geotiff of needed inputtype
|
|
var selectedSatelliteItemDate = (DateTime)item.DataDate;
|
|
var SatelliteDate = selectedSatelliteItemDate.ToString("yyyyMMdd");
|
|
_logger.LogInformation("Downloading geotiff file");
|
|
await _farmmapsApiService.DownloadItemAsync(item.Code,
|
|
Path.Combine(DownloadFolder, $"satelliteGeotiff_{FieldName}_{satellitetBand}_{SatelliteDate}.zip"));
|
|
}
|
|
|
|
count++;
|
|
}
|
|
}
|
|
|
|
var selectedSatelliteItemTemp = satelliteTiffs[0];
|
|
|
|
if (selectedSatelliteItemTemp == null) {
|
|
_logger.LogError("Satellite item not found");
|
|
|
|
return selectedSatelliteItemTemp;
|
|
}
|
|
|
|
return selectedSatelliteItemTemp;
|
|
|
|
}
|
|
|
|
|
|
//VanDerSat
|
|
public async Task<string> RunVanDerSatTask(Item cropfieldItem) {
|
|
|
|
_logger.LogInformation("Gathering VanDerSat information for cropfield, this might take a while!");
|
|
|
|
var taskmapRequest = new TaskRequest { TaskType = VANDERSAT_TASK };
|
|
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, taskmapRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) => {
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
_logger.LogInformation($"Waiting on VanDerSat data; status: {itemTaskStatus.State}");
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
|
|
});
|
|
|
|
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
|
|
if (itemTask.State == ItemTaskState.Error) {
|
|
_logger.LogError($"Something went wrong when trying to process VanDerSat data; {itemTask.Message}");
|
|
|
|
}
|
|
|
|
return itemTask.Code;
|
|
}
|
|
public async Task<Item> FindVanDerSatItem(Item cropfieldItem, string VanDerSatTaskCode, string FieldName, bool StoreStatistics) {
|
|
|
|
var taskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, VanDerSatTaskCode);
|
|
|
|
|
|
// find VanDerSat data temporal
|
|
var temporalItem = await FindChildItemAsync(cropfieldItem.Code, TEMPORAL_ITEMTYPE, "Van der Sat");
|
|
|
|
|
|
if (temporalItem == null) {
|
|
_logger.LogError("Temporal item not found");
|
|
|
|
}
|
|
|
|
var VanDerSatiffs = await _farmmapsApiService.GetItemChildrenAsync(temporalItem.Code);
|
|
|
|
_logger.LogInformation("Available VanDerSat images:");
|
|
var count = 0;
|
|
TimeSpan.FromSeconds(0.5);
|
|
foreach (var item in VanDerSatiffs) {
|
|
|
|
//Console.WriteLine($"Van der Sat image #{count}: {item.DataDate}");
|
|
//if (count == 0 ) {
|
|
// Console.WriteLine($"vandersat image #{count}: {item.Data}");
|
|
//}
|
|
|
|
if (StoreStatistics == true) {
|
|
var VanDerSatBand = item.Data["layers"][0]["name"];
|
|
var VanderSatFile = $"C:\\Akkerweb\\{FieldName}_{VanDerSatBand}.csv";
|
|
var NewLineField = $"Field,Date,Mean,Min,Max,Standard deviation, ConfidenceInterval low, ConfidenceInterval high" + Environment.NewLine;
|
|
if (count == 0) {
|
|
File.AppendAllText(VanderSatFile, NewLineField);
|
|
var numbervandersat = VanDerSatiffs.Count;
|
|
Console.WriteLine($"{numbervandersat} Van der Sat images found");
|
|
}
|
|
|
|
var VanderSatStatistics = item.Data["layers"][0]["renderer"]["band"]["statistics"];
|
|
var VanDerSatImageDate = (DateTime)item.DataDate;
|
|
var VanderSatDate = VanDerSatImageDate.ToString("yyyy-MM-dd");
|
|
var NewLineDate = $"\"date\":{VanderSatDate}" + Environment.NewLine;
|
|
if (VanderSatStatistics == null) {
|
|
Console.WriteLine($"{VanderSatDate} no statistics found");
|
|
//Console.WriteLine($"Available data: {item.Data}");
|
|
} else {
|
|
File.AppendAllText(VanderSatFile, $"{FieldName},{VanderSatDate},{VanderSatStatistics["mean"]},{VanderSatStatistics["min"]},{VanderSatStatistics["max"]},{VanderSatStatistics["stddev"]},{VanderSatStatistics["confidenceIntervalLow"]},{VanderSatStatistics["confidenceIntervalHigh"]}" + Environment.NewLine);
|
|
}
|
|
|
|
|
|
}
|
|
|
|
count++;
|
|
}
|
|
//_logger.LogInformation("Enter VanDerSat image number");
|
|
//int element = Int32.Parse(Console.ReadLine());
|
|
int element = 0;
|
|
var selectedVanDerSatItem = VanDerSatiffs[element];
|
|
|
|
if (selectedVanDerSatItem == null) {
|
|
_logger.LogError("VanDerSat item not found");
|
|
|
|
}
|
|
|
|
return selectedVanDerSatItem;
|
|
|
|
|
|
|
|
|
|
|
|
}
|
|
public async Task<string> RunWatBalTask(Item cropfieldItem) {
|
|
|
|
_logger.LogInformation("Gathering WatBal information for cropfield, this might take a while!");
|
|
|
|
var taskmapRequest = new TaskRequest { TaskType = WATBAL_TASK };
|
|
string itemTaskCode = await _farmmapsApiService.QueueTaskAsync(cropfieldItem.Code, taskmapRequest);
|
|
|
|
await PollTask(TimeSpan.FromSeconds(5), async (tokenSource) => {
|
|
var itemTaskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
_logger.LogInformation($"Waiting on VanDerSat data; status: {itemTaskStatus.State}");
|
|
if (itemTaskStatus.IsFinished)
|
|
tokenSource.Cancel();
|
|
|
|
});
|
|
|
|
var itemTask = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, itemTaskCode);
|
|
|
|
if (itemTask.State == ItemTaskState.Error) {
|
|
_logger.LogError($"Something went wrong when trying to process WatBal data; {itemTask.Message}");
|
|
|
|
}
|
|
|
|
return itemTask.Code;
|
|
}
|
|
|
|
|
|
|
|
public async Task<Item> FindWatBalItem(Item cropfieldItem, string WatBalTaskCode, string FieldName, bool StoreStatistics) {
|
|
|
|
var taskStatus = await _farmmapsApiService.GetTaskStatusAsync(cropfieldItem.Code, WatBalTaskCode);
|
|
|
|
|
|
// find WatBal data temporal
|
|
var temporalItem = await FindChildItemAsync(cropfieldItem.Code, TEMPORAL_ITEMTYPE, "Watbal",
|
|
item => item.SourceTask == WATBAL_TASK && taskStatus.Finished >= item.Created && taskStatus.Finished <= item.Created.Value.AddHours(1));
|
|
|
|
if (temporalItem == null) {
|
|
_logger.LogError("Temporal item not found");
|
|
|
|
}
|
|
|
|
var WatBalData = await _farmmapsApiService.GetItemChildrenAsync(temporalItem.Code);
|
|
|
|
_logger.LogInformation("Available WatBal Data:");
|
|
var count = 0;
|
|
TimeSpan.FromSeconds(0.5);
|
|
foreach (var item in WatBalData) {
|
|
|
|
Console.WriteLine($"WatBal data #{count}: {item.DataDate}");
|
|
if (count == 0) {
|
|
Console.WriteLine($"WatBalData #{count}: {item.Data}");
|
|
}
|
|
|
|
count++;
|
|
}
|
|
|
|
int element = 0;
|
|
var selectedWatBalItem = WatBalData[element];
|
|
|
|
if (selectedWatBalItem == null) {
|
|
_logger.LogError("WatBal item not found");
|
|
|
|
}
|
|
|
|
return selectedWatBalItem;
|
|
}
|
|
}
|
|
} |