210 lines
10 KiB
C#
210 lines
10 KiB
C#
using Microsoft.Extensions.Configuration;
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using MongoDB.Bson;
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using MongoDB.Bson.Serialization;
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using MongoDB.Bson.Serialization.Serializers;
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using MongoDB.Driver;
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using ZeroFramework.DeviceCenter.Domain.Aggregates.MeasurementAggregate;
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using ZeroFramework.DeviceCenter.Domain.Aggregates.ProductAggregate;
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using ZeroFramework.DeviceCenter.Domain.Constants;
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namespace ZeroFramework.DeviceCenter.Infrastructure.Repositories
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{
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public class MeasurementRepository(IConfiguration configuration) : IMeasurementRepository
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{
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private readonly IMongoClient _mongoClient = new MongoClient(configuration.GetConnectionString("MongoConnectionString"));
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static MeasurementRepository()
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{
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BsonSerializer.RegisterSerializer(new DateTimeSerializer(DateTimeKind.Local, BsonType.DateTime));
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BsonClassMap.RegisterClassMap<MeasurementBucket>(classMapInitializer =>
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{
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classMapInitializer.AutoMap();
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classMapInitializer.IdMemberMap.SetSerializer(new StringSerializer(BsonType.ObjectId));
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classMapInitializer.MapMember(e => e.FeatureType).SetSerializer(new EnumSerializer<FeatureType>(BsonType.String));
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classMapInitializer.MapMember(e => e.Measurements);
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classMapInitializer.MapExtraElementsMember(e => e.Metadata);
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});
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BsonClassMap.RegisterClassMap<Measurement>(classMapInitializer =>
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{
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classMapInitializer.AutoMap();
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classMapInitializer.MapCreator(e => new Measurement(e.Timestamp));
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classMapInitializer.MapExtraElementsMember(e => e.Fields);
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});
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BsonClassMap.RegisterClassMap<DeviceTelemetry>(classMapInitializer =>
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{
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classMapInitializer.MapIdMember(e => e.DeviceId);
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classMapInitializer.AutoMap();
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classMapInitializer.SetIgnoreExtraElements(true);
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});
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BsonClassMap.RegisterClassMap<TelemetryAggregate>(classMapInitializer =>
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{
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classMapInitializer.AutoMap();
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classMapInitializer.MapIdMember(e => e.Time);
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classMapInitializer.SetIgnoreExtraElements(true);
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});
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}
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protected virtual async Task<IMongoDatabase> GetProductDatabase(int productId) => await Task.FromResult(_mongoClient.GetDatabase($"product-{productId}"));
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protected virtual async Task<IMongoCollection<MeasurementBucket>> GetDeviceCollection(int productId, long deviceId)
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{
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IMongoDatabase database = await GetProductDatabase(productId);
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IMongoCollection<MeasurementBucket> collection = database.GetCollection<MeasurementBucket>($"device-{deviceId}");
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var indexKeys = Builders<MeasurementBucket>.IndexKeys.Ascending(e => e.FeatureType).Ascending(e => e.Identifier).Ascending(e => e.StartTime).Ascending(e => e.EndTime);
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var indexModel = new CreateIndexModel<MeasurementBucket>(indexKeys);
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await collection.Indexes.CreateOneAsync(indexModel);
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return collection;
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}
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public virtual async Task AddMeasurementsAsync(int productId, long deviceId, FeatureType featureType, string identifier, params Measurement[] measurements)
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{
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IMongoCollection<MeasurementBucket> collection = await GetDeviceCollection(productId, deviceId);
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foreach (var bucketingGroup in measurements.GroupBy(e => e.Timestamp.Date.AddHours(e.Timestamp.Hour)))
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{
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DateTime bucketStartTime = bucketingGroup.Key;
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DateTime bucketEndTime = bucketStartTime.AddHours(1);
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var filter = Builders<MeasurementBucket>.Filter.Where(e => e.FeatureType == featureType && e.Identifier == identifier && e.StartTime == bucketStartTime);
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var update = Builders<MeasurementBucket>.Update.SetOnInsert(e => e.FeatureType, featureType).SetOnInsert(e => e.Identifier, identifier)
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.SetOnInsert(e => e.StartTime, bucketStartTime).SetOnInsert(e => e.EndTime, bucketEndTime)
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.PushEach(e => e.Measurements, measurements).Set(e => e.LastUpdated, DateTime.Now);
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List<double> values = [];
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if (featureType == FeatureType.Property)
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{
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bucketingGroup.ToList().ForEach(item =>
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{
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if (item.Fields.TryGetValue("Value", out object? value) && value is not null && (int)Type.GetTypeCode(value.GetType()) is > 4 and < 16)
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{
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values.Add(Convert.ToDouble(value));
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}
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});
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if (values.Any())
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{
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update = update.Inc(e => e.Sum, values.Sum()).Min(e => e.Min, values.Min()).Max(e => e.Max, values.Max());
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}
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}
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update = update.Inc(e => e.Count, bucketingGroup.Count());
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await collection.UpdateOneAsync(filter, update, new UpdateOptions { IsUpsert = true });
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}
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}
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public virtual async Task<PageableListResult<Measurement>?> GetMeasurementsAsync(int productId, long deviceId, FeatureType? featureType, string? identifier, DateTime startTime, DateTime endTime, bool hoursFirst = false, bool descending = false, int offset = 0, int count = PagingConstants.DefaultPageSize)
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{
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IMongoCollection<MeasurementBucket> collection = await GetDeviceCollection(productId, deviceId);
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DateTime bucketStartTime = startTime.Date.AddHours(startTime.Hour);
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DateTime bucketEndTime = endTime.Date.AddHours(endTime.Hour + 1);
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var bucketQuery = collection.AsQueryable().Where(e => e.StartTime >= bucketStartTime && e.EndTime < bucketEndTime);
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if (featureType is not null)
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{
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bucketQuery = bucketQuery.Where(e => e.FeatureType == featureType);
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}
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if (identifier is not null)
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{
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bucketQuery = bucketQuery.Where(e => e.Identifier == identifier);
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}
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IQueryable<Measurement> measurementQuery = hoursFirst ? bucketQuery.Select(e => e.Measurements.First()) : bucketQuery.SelectMany(e => e.Measurements);
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measurementQuery = measurementQuery.Where(e => e.Timestamp >= startTime && e.Timestamp <= endTime);
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var orderedQueryable = descending ? measurementQuery.OrderByDescending(e => e.Timestamp) : measurementQuery.OrderBy(e => e.Timestamp);
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int tryTakeCount = count + 1;
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var list = orderedQueryable.Skip(offset).Take(tryTakeCount).ToList();
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var measurements = list.Take(count).ToList();
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return measurements.Any() ? new PageableListResult<Measurement>(measurements, list.Count > count ? offset + count : null) : null;
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}
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public virtual async Task<PageableListResult<TelemetryAggregate>?> GetTelemetryAggregatesAsync(int productId, long deviceId, string identifier, DateTime startTime, DateTime endTime, string timeInterval, int offset, int count)
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{
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IMongoCollection<MeasurementBucket> collection = await GetDeviceCollection(productId, deviceId);
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DateTime bucketStartTime = startTime.Date.AddHours(startTime.Hour);
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DateTime bucketEndTime = endTime.Date.AddHours(endTime.Hour + 1);
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FilterDefinitionBuilder<MeasurementBucket> filterBuilder = Builders<MeasurementBucket>.Filter;
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var filter = filterBuilder.Eq(e => e.FeatureType, FeatureType.Property) & filterBuilder.Eq(e => e.Identifier, identifier) & filterBuilder.Gte(e => e.StartTime, bucketStartTime) & filterBuilder.Lte(e => e.EndTime, bucketEndTime);
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Dictionary<string, string> reportTypeToFormat = new(StringComparer.OrdinalIgnoreCase)
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{
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{ "Year", "%Y" },
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{ "Month", "%Y-%m" },
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{ "Day", "%Y-%m-%d" },
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{ "Hour", "%Y-%m-%d %H:00" }
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};
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string format = reportTypeToFormat[timeInterval];
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int tryTakeCount = count + 1;
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var list = await collection.Aggregate().Match(filter).Group(e => e.StartTime.ToString(format), g => new TelemetryAggregate
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{
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Time = g.Key,
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Min = g.Min(e => e.Min),
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Max = g.Max(e => e.Max),
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Average = g.Average(e => e.Sum / e.Count),
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Count = g.Sum(e => e.Count)
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}).SortBy(e => e.Time).Skip(offset).Limit(tryTakeCount).ToListAsync();
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return list.Any() ? new PageableListResult<TelemetryAggregate>(list.Take(count).ToList(), list.Count > count ? offset + count : null) : null;
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}
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public virtual async Task SetTelemetryValueAsync(int productId, long deviceId, params TelemetryValue[] telemetryValues)
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{
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IMongoDatabase database = await GetProductDatabase(productId);
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IMongoCollection<DeviceTelemetry> collection = database.GetCollection<DeviceTelemetry>("telemetry");
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var filter = Builders<DeviceTelemetry>.Filter.Where(e => e.DeviceId == deviceId);
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var identifiers = telemetryValues.Select(e => new StringOrRegularExpression(e.Identifier)).ToArray();
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var subFilter = Builders<TelemetryValue>.Filter.StringIn(e => e.Identifier, identifiers);
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List<WriteModel<DeviceTelemetry>> bulkUpdates =
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[
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new UpdateOneModel<DeviceTelemetry>(filter, Builders<DeviceTelemetry>.Update.PullFilter(e => e.Values, subFilter)),
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new UpdateOneModel<DeviceTelemetry>(filter, Builders<DeviceTelemetry>.Update.SetOnInsert(e => e.DeviceId, deviceId).AddToSetEach(e => e.Values, telemetryValues)) { IsUpsert = true },
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];
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await collection.BulkWriteAsync(bulkUpdates);
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}
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public virtual async Task<IEnumerable<TelemetryValue>?> GetTelemetryValuesAsync(int productId, long deviceId)
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{
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IMongoDatabase database = await GetProductDatabase(productId);
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IMongoCollection<DeviceTelemetry> collection = database.GetCollection<DeviceTelemetry>("telemetry");
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var filter = Builders<DeviceTelemetry>.Filter.Where(e => e.DeviceId == deviceId);
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var deviceTelemetry = await collection.Find(filter).SingleOrDefaultAsync();
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return deviceTelemetry?.Values;
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}
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}
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} |