forked from ddrilling/AsbCloudServer
511 lines
24 KiB
C#
511 lines
24 KiB
C#
using AsbCloudApp.Data;
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using AsbCloudApp.Services;
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using AsbCloudDb.Model;
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using AsbCloudInfrastructure.Services.Cache;
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using Mapster;
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using Microsoft.EntityFrameworkCore;
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using System.Threading;
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using System.Threading.Tasks;
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namespace AsbCloudInfrastructure.Services
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{
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public class TelemetryAnalyticsService : ITelemetryAnalyticsService
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{
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private readonly IAsbCloudDbContext db;
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private readonly ITelemetryService telemetryService;
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private readonly ISaubDataCache saubDataCache;
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private readonly CacheTable<WellOperationCategory> cacheOperations;
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private readonly TelemetryOperationDetectorService operationDetectorService;
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private readonly IEnumerable<WellOperationCategory> operations;
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public TelemetryAnalyticsService(IAsbCloudDbContext db, ITelemetryService telemetryService,
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ISaubDataCache saubDataCache, CacheDb cacheDb)
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{
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this.db = db;
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this.telemetryService = telemetryService;
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this.saubDataCache = saubDataCache;
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cacheOperations = cacheDb.GetCachedTable<WellOperationCategory>((AsbCloudDbContext)db);
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operations = cacheOperations.Where();
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operationDetectorService = new TelemetryOperationDetectorService(operations);
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}
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public async Task<IEnumerable<WellDepthToDayDto>> GetWellDepthToDayAsync(int idWell, CancellationToken token = default)
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{
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var telemetryId = telemetryService.GetIdTelemetryByIdWell(idWell);
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if (telemetryId is null)
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return null;
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var depthToTimeData = (from d in db.TelemetryDataSaub
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where d.IdTelemetry == telemetryId
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select new
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{
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d.Id,
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d.WellDepth,
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d.BitDepth,
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d.Date
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});
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var m = (int)Math.Round(1d * depthToTimeData.Count() / 2048);
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if (m > 1)
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depthToTimeData = depthToTimeData.Where(d => d.Id % m == 0);
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return await depthToTimeData.Select(d => new WellDepthToDayDto
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{
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WellDepth = d.WellDepth ?? 0.0,
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BitDepth = d.BitDepth ?? 0.0,
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Date = d.Date
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}).AsNoTracking().ToListAsync(token).ConfigureAwait(false);
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}
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public async Task<IEnumerable<WellDepthToIntervalDto>> GetWellDepthToIntervalAsync(int idWell,
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int intervalSeconds, int workBeginSeconds, CancellationToken token = default)
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{
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intervalSeconds = intervalSeconds == 0 ? 86400 : intervalSeconds;
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var telemetryId = telemetryService.GetIdTelemetryByIdWell(idWell);
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if (telemetryId is null)
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return null;
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var timezoneOffset = telemetryService.GetTimezoneOffsetByTelemetryId((int)telemetryId);
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var drillingPeriodsInfo = await db.GetDepthToIntervalAsync((int)telemetryId, intervalSeconds,
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workBeginSeconds, timezoneOffset, token).ConfigureAwait(false);
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var wellDepthToIntervalData = drillingPeriodsInfo.Select(d => new WellDepthToIntervalDto
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{
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IntervalStartDate = d.BeginPeriodDate,
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IntervalDepthProgress = (d.MaxDepth - d.MinDepth) ?? 0.0 / intervalSeconds
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}).OrderBy(d => d.IntervalStartDate).ToList();
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return wellDepthToIntervalData;
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}
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public async Task<PaginationContainer<TelemetryOperationDto>> GetOperationsByWellAsync(int idWell,
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IEnumerable<int> categoryIds = default, DateTime begin = default,
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DateTime end = default, int skip = 0, int take = 32, CancellationToken token = default)
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{
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var telemetryId = telemetryService.GetIdTelemetryByIdWell(idWell);
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if (telemetryId is null)
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return null;
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var operations = from a in db.TelemetryAnalysis.Include(t => t.Operation)
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where a.IdTelemetry == telemetryId
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select a;
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if ((categoryIds != default) && (categoryIds.Any()))
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operations = operations.Where(o => categoryIds.Contains(o.IdOperation));
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var result = new PaginationContainer<TelemetryOperationDto>
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{
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Skip = skip,
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Take = take
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};
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operations = operations.OrderBy(o => o.UnixDate);
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if (begin != default)
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{
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var unixBegin = (begin - new DateTime(1970, 1, 1)).TotalSeconds;
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operations = operations.Where(o => o.UnixDate >= unixBegin);
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}
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if (end != default)
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{
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var unixEnd = (end - new DateTime(1970, 1, 1)).TotalSeconds;
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operations = operations.Where(m => (m.UnixDate + m.DurationSec) <= unixEnd);
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}
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result.Count = await operations.CountAsync(token).ConfigureAwait(false);
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if (skip > 0)
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operations = operations.Skip(skip);
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var operationsList = await operations.Take(take)
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.AsNoTracking()
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.ToListAsync(token)
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.ConfigureAwait(false);
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if (operationsList.Count == 0)
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return result;
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foreach (var operation in operations)
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{
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var operationDto = new TelemetryOperationDto
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{
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Id = operation.Id,
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Name = operation.Operation.Name,
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BeginDate = DateTimeOffset.FromUnixTimeSeconds(operation.UnixDate).DateTime,
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EndDate = DateTimeOffset.FromUnixTimeSeconds(operation.UnixDate + operation.DurationSec).DateTime,
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StartWellDepth = operation.OperationStartDepth ?? 0.0,
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EndWellDepth = operation.OperationEndDepth ?? 0.0
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};
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result.Items.Add(operationDto);
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}
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return result;
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}
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public async Task<IEnumerable<TelemetryOperationDurationDto>> GetOperationsSummaryAsync(int idWell,
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DateTime begin = default, DateTime end = default, CancellationToken token = default)
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{
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var telemetryId = telemetryService.GetIdTelemetryByIdWell(idWell);
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if (telemetryId is null)
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return null;
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var unixBegin = begin == default
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? 0
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: (begin - new DateTime(1970, 1, 1)).TotalSeconds;
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var unixEnd = end == default
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? (DateTime.Now - new DateTime(1970, 1, 1)).TotalSeconds
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: (end - new DateTime(1970, 1, 1)).TotalSeconds;
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return await (from a in db.TelemetryAnalysis
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where a.IdTelemetry == telemetryId &&
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a.UnixDate > unixBegin && a.UnixDate < unixEnd
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join o in db.TelemetryOperations on a.IdOperation equals o.Id
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group a by new { a.IdOperation, o.Name } into g
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select new TelemetryOperationDurationDto
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{
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OperationName = g.Key.Name,
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Duration = g.Where(g => g.DurationSec > 0)
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.Sum(a => a.DurationSec)
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}).AsNoTracking().ToListAsync(token)
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.ConfigureAwait(false);
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}
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// This method is not finished (only half done). It returns not correct Dtos.
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public async Task<IEnumerable<TelemetryOperationInfoDto>> GetOperationsToIntervalAsync(int idWell,
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int intervalSeconds, int workBeginSeconds, CancellationToken token = default)
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{
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intervalSeconds = intervalSeconds == 0 ? 86400 : intervalSeconds;
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var telemetryId = telemetryService.GetIdTelemetryByIdWell(idWell);
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if (telemetryId is null)
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return null;
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var timezoneOffset = telemetryService.GetTimezoneOffsetByTelemetryId((int)telemetryId);
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// Get'n'Group all operations only by start date and by name (if there were several operations in interval).
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// Without dividing these operations duration by given interval
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var ops = await (from a in db.TelemetryAnalysis
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where a.IdTelemetry == telemetryId
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join o in db.TelemetryOperations on a.IdOperation equals o.Id
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group a by new
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{
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Interval = Math.Floor((a.UnixDate - workBeginSeconds + timezoneOffset) / intervalSeconds),
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o.Name
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} into g
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select new
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{
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IntervalStart = g.Min(d => d.UnixDate),
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OperationName = g.Key.Name,
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OperationDuration = g.Sum(an => an.DurationSec)
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}).AsNoTracking()
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.OrderBy(op => op.IntervalStart)
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.ToListAsync(token)
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.ConfigureAwait(false);
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var groupedOperationsList = new List<TelemetryOperationInfoDto>();
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if (operations is not null && operations.Any())
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{
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var operations = ops.Select(o => (o.IntervalStart, o.OperationName, o.OperationDuration));
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var splittedOperationsByInterval = DivideOperationsByIntervalLength(operations, intervalSeconds); // divides good
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groupedOperationsList = UniteOperationsInDto(splittedOperationsByInterval, intervalSeconds).ToList(); // unites not good
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}
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return groupedOperationsList;
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}
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public void SaveAnalytics()
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{
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var allTelemetryIds = (from telemetry in db.TelemetryDataSaub
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select telemetry.Id)
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.Distinct()
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.ToList();
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foreach(var idTelemetry in allTelemetryIds)
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{
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var analyzeStartDate = GetAnalyzeStartDate(idTelemetry);
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while (GetDataSaubsToAnalyze(idTelemetry, analyzeStartDate).Any())
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{
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var dataSaubsToAnalyze = GetDataSaubsToAnalyze(idTelemetry, (long)analyzeStartDate);
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foreach (var dataSaub in dataSaubsToAnalyze)
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{
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var dataSaubDto = dataSaub.Adapt<TelemetryDataSaubDto>();
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saubDataCache.AddData(dataSaubDto);
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if (saubDataCache.GetOrCreateCache(dataSaubDto.IdTelemetry).Count() > 1)
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{
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var dataSaubs = saubDataCache.GetOrCreateCache(dataSaubDto.IdTelemetry)
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.OrderBy(d => d.Date);
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var telemetryAnalysisDto = GetDrillingAnalysis(dataSaubs);
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if (saubDataCache.CurrentAnalysis is null)
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saubDataCache.CurrentAnalysis = telemetryAnalysisDto;
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if (saubDataCache.CurrentAnalysis.IdOperation == telemetryAnalysisDto.IdOperation)
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{
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saubDataCache.CurrentAnalysis.DurationSec +=
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telemetryAnalysisDto.DurationSec;
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saubDataCache.CurrentAnalysis.OperationEndDepth = dataSaubDto.WellDepth;
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}
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else
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{
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db.TelemetryAnalysis.Add(saubDataCache.CurrentAnalysis.Adapt<TelemetryAnalysis>());
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saubDataCache.CurrentAnalysis = telemetryAnalysisDto;
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saubDataCache.CurrentAnalysis.OperationStartDepth = dataSaubDto.WellDepth;
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}
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}
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}
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db.SaveChanges();
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}
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}
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}
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public async Task<DatesRangeDto> GetOperationsDateRangeAsync(int idWell,
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CancellationToken token = default)
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{
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var telemetryId = telemetryService.GetIdTelemetryByIdWell(idWell);
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if (telemetryId is null)
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return null;
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var datesRange = await (from d in db.TelemetryAnalysis
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where d.IdTelemetry == telemetryId
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select d.UnixDate).DefaultIfEmpty()
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.GroupBy(g => true)
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.AsNoTracking()
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.Select(g => new
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{
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From = g.Min(),
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To = g.Max()
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}).OrderBy(gr => gr.From)
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.FirstOrDefaultAsync(token)
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.ConfigureAwait(false);
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return new DatesRangeDto
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{
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From = DateTimeOffset.FromUnixTimeSeconds(datesRange.From).DateTime,
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To = datesRange.To == default
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? DateTime.MaxValue
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: DateTimeOffset.FromUnixTimeSeconds(datesRange.To).DateTime
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};
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}
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private long GetAnalyzeStartDate(int idTelemetry)
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{
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var lastAnalysisInDb = (from analysis in db.TelemetryAnalysis
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where analysis.Id == idTelemetry
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orderby analysis.UnixDate
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select analysis)
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.DefaultIfEmpty()
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.Last();
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var analyzeStartDate = lastAnalysisInDb?.UnixDate;
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if (analyzeStartDate is null)
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{
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var firstDataSaub = (from ds in db.TelemetryDataSaub
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where ds.IdTelemetry == idTelemetry
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select ds.Date).FirstOrDefault();
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analyzeStartDate = (long)(firstDataSaub - new DateTime(1970, 1, 1)).TotalSeconds;
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}
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return (long)analyzeStartDate;
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}
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private IEnumerable<TelemetryDataSaub> GetDataSaubsToAnalyze(int idTelemetry, long analyzeStartDate)
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{
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return (from ds in db.TelemetryDataSaub
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let lowerBorder = DateTimeOffset
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.FromUnixTimeSeconds(analyzeStartDate)
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let upperBorder = DateTimeOffset
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.FromUnixTimeSeconds(analyzeStartDate).AddHours(12)
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where ds.Id == idTelemetry
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&& ds.Date > lowerBorder
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&& ds.Date < upperBorder
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select ds).ToList();
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}
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private static IEnumerable<(long IntervalStart, string OperationName, int OperationDuration)> DivideOperationsByIntervalLength(
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IEnumerable<(long IntervalStart, string OperationName, int OperationDuration)> operations, int intervalSeconds)
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{
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var splittedOperationsByInterval = new List<(long IntervalStart, string OperationName, int OperationDuration)>();
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var operationDurationTimeCounter = 0;
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foreach (var (IntervalStart, OperationName, OperationDuration) in operations)
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{
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if (OperationDuration < (intervalSeconds - operationDurationTimeCounter))
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{
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splittedOperationsByInterval.Add((IntervalStart, OperationName, OperationDuration));
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operationDurationTimeCounter += OperationDuration;
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}
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else
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{ // if operation duration overflows current interval it shoud be divided into 2 or more parts for this and next intervals
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var remainingIntervalTime = intervalSeconds - operationDurationTimeCounter;
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splittedOperationsByInterval.Add((IntervalStart, OperationName, remainingIntervalTime)); // first part of long operation
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var operationDurationAfterDividing = OperationDuration - remainingIntervalTime; // second part of long operation. Can be less or more than interval
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// If operation duration even after dividing is still more than interval,
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// it should be divided several times to several intervals.
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if (operationDurationAfterDividing > intervalSeconds)
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{
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var counter = 0;
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var updatedIntervalStartTime = IntervalStart + remainingIntervalTime;
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while (operationDurationAfterDividing > intervalSeconds)
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{
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splittedOperationsByInterval.Add((updatedIntervalStartTime + intervalSeconds * counter, OperationName, intervalSeconds));
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operationDurationAfterDividing -= intervalSeconds;
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counter++;
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}
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splittedOperationsByInterval.Add((updatedIntervalStartTime + operationDurationAfterDividing, OperationName, operationDurationAfterDividing));
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operationDurationTimeCounter = operationDurationAfterDividing;
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}
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else
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{
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splittedOperationsByInterval.Add((IntervalStart, OperationName, operationDurationAfterDividing));
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operationDurationTimeCounter = operationDurationAfterDividing;
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}
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}
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}
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return splittedOperationsByInterval;
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}
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private static IEnumerable<TelemetryOperationInfoDto> UniteOperationsInDto(
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IEnumerable<(long IntervalStart, string OperationName, int OperationDuration)> operations, int intervalSeconds)
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{
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var groupedOperationsList = new List<TelemetryOperationInfoDto>();
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var groupedOperationsObj = new TelemetryOperationInfoDto
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{
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IntervalBegin = DateTimeOffset.FromUnixTimeSeconds(operations.First().IntervalStart),
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Operations = new List<TelemetryOperationDetailsDto>()
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};
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var intervalEndDate = operations.First().IntervalStart + intervalSeconds;
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foreach (var op in operations)
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{
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if (op.IntervalStart < intervalEndDate)
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{
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groupedOperationsObj.Operations.Add(new TelemetryOperationDetailsDto
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{
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OperationName = op.OperationName,
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DurationSec = op.OperationDuration
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});
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}
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else
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{
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groupedOperationsList.Add(groupedOperationsObj);
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intervalEndDate = op.IntervalStart + intervalSeconds;
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groupedOperationsObj = new TelemetryOperationInfoDto
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{
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IntervalBegin = DateTimeOffset.FromUnixTimeSeconds(op.IntervalStart),
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Operations = new List<TelemetryOperationDetailsDto>()
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};
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groupedOperationsObj.Operations.Add(new TelemetryOperationDetailsDto
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{
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OperationName = op.OperationName,
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DurationSec = op.OperationDuration
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});
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}
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}
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groupedOperationsList.Add(groupedOperationsObj);
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return groupedOperationsList;
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}
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private TelemetryAnalysisDto GetDrillingAnalysis(IEnumerable<TelemetryDataSaubDto> dataSaubBases)
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{
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var lastSaubDate = dataSaubBases.Last().Date;
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var saubWellDepths = dataSaubBases.Where(sw => sw.WellDepth is not null)
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.Select(s => (Value: (double)s.WellDepth,
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(s.Date - dataSaubBases.First().Date).TotalSeconds));
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var saubBitDepths = dataSaubBases.Where(sw => sw.BitDepth is not null)
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.Select(s => (Value: (double)s.BitDepth,
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(s.Date - dataSaubBases.First().Date).TotalSeconds));
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var saubBlockPositions = dataSaubBases.Where(sw => sw.BlockPosition is not null)
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.Select(s => (Value: (double)s.BlockPosition,
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(s.Date - dataSaubBases.First().Date).TotalSeconds));
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var saubRotorSpeeds = dataSaubBases.Where(sw => sw.RotorSpeed is not null)
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.Select(s => (Value: (double)s.RotorSpeed,
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(s.Date - dataSaubBases.First().Date).TotalSeconds));
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var saubPressures = dataSaubBases.Where(sw => sw.Pressure is not null)
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.Select(s => (Value: (double)s.Pressure,
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(s.Date - dataSaubBases.First().Date).TotalSeconds));
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var saubHookWeights = dataSaubBases.Where(sw => sw.HookWeight is not null)
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.Select(s => (Value: (double)s.HookWeight,
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(s.Date - dataSaubBases.First().Date).TotalSeconds));
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var wellDepthChangingIndex = new InterpolationLine(saubWellDepths).GetAForLinearFormula();
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var bitPositionChangingIndex = new InterpolationLine(saubBitDepths).GetAForLinearFormula();
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var blockPositionChangingIndex = new InterpolationLine(saubBlockPositions).GetAForLinearFormula();
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var rotorSpeedChangingIndex = new InterpolationLine(saubRotorSpeeds).GetAForLinearFormula();
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var pressureChangingIndex = new InterpolationLine(saubPressures).GetAForLinearFormula();
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var hookWeightChangingIndex = new InterpolationLine(saubHookWeights).GetAForLinearFormula();
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var IsBlockRising = InterpolationLine.IsValueDecreases(blockPositionChangingIndex, -0.0001);
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var IsBlockGoesDown = InterpolationLine.IsValueIncreases(blockPositionChangingIndex, 0.0001);
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var IsBlockStandsStill = InterpolationLine.IsValueNotChanges(blockPositionChangingIndex, (0.0001, -0.0001));
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var drillingAnalysis = new TelemetryAnalysisDto
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{
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IdTelemetry = dataSaubBases.First().IdTelemetry,
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UnixDate = (long)(lastSaubDate - new DateTime(1970, 1, 1, 0, 0, 0)).TotalSeconds,
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DurationSec = (int)(dataSaubBases.Last().Date - dataSaubBases.ElementAt(dataSaubBases.Count() - 2).Date).TotalSeconds,
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OperationStartDepth = null,
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OperationEndDepth = null,
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IsWellDepthDecreasing = InterpolationLine.IsValueDecreases(wellDepthChangingIndex, -0.0001),
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IsWellDepthIncreasing = InterpolationLine.IsValueIncreases(wellDepthChangingIndex, 0.0001),
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IsBitPositionDecreasing = InterpolationLine.IsValueDecreases(bitPositionChangingIndex, -0.0001),
|
|
IsBitPositionIncreasing = InterpolationLine.IsValueIncreases(bitPositionChangingIndex, 0.0001),
|
|
IsBitPositionLt20 = InterpolationLine.IsAverageLessThanBound(saubBitDepths, 20),
|
|
IsBlockPositionDecreasing = InterpolationLine.IsValueDecreases(blockPositionChangingIndex, -0.0001),
|
|
IsBlockPositionIncreasing = InterpolationLine.IsValueIncreases(blockPositionChangingIndex, 0.0001),
|
|
IsRotorSpeedLt3 = InterpolationLine.IsAverageLessThanBound(saubRotorSpeeds, 3),
|
|
IsRotorSpeedGt3 = InterpolationLine.IsAverageMoreThanBound(saubRotorSpeeds, 3),
|
|
IsPressureLt20 = InterpolationLine.IsAverageLessThanBound(saubPressures, 20),
|
|
IsPressureGt20 = InterpolationLine.IsAverageMoreThanBound(saubPressures, 20),
|
|
IsHookWeightNotChanges = InterpolationLine.IsValueNotChanges(hookWeightChangingIndex, (0.0001, -0.0001)),
|
|
IsHookWeightLt3 = InterpolationLine.IsAverageLessThanBound(saubHookWeights, 3),
|
|
IdOperation = 1
|
|
};
|
|
|
|
drillingAnalysis.IdOperation = operationDetectorService.DetectOperation(drillingAnalysis).Id;
|
|
|
|
return drillingAnalysis;
|
|
}
|
|
}
|
|
}
|