protected override long ExecuteCmd(DocumentsOperationContext context)
{
var tss = context.DocumentDatabase.DocumentsStorage.TimeSeriesStorage;
RollupSchema.Create(context.Transaction.InnerTransaction, TimeSeriesRollupTable, 16);
var table = context.Transaction.InnerTransaction.OpenTable(RollupSchema, TimeSeriesRollupTable);
foreach (var key in tss.Stats.GetTimeSeriesNameByPolicy(context, _collection, _from.Name, _skip, BatchSize))
{
using (table.Allocate(out var tvb))
using (DocumentIdWorker.GetStringPreserveCase(context, _collection.Name, out var collectionSlice))
using (Slice.From(context.Allocator, _to.Name, ByteStringType.Immutable, out var policyToApply))
using (Slice.From(context.Allocator, string.Empty, ByteStringType.Immutable, out var changeVectorSlice))
{
tvb.Add(key);
tvb.Add(collectionSlice);
tvb.Add(Bits.SwapBytes(NextRollup(DateTime.MinValue, _to)));
tvb.Add(policyToApply);
tvb.Add(0L);
tvb.Add(changeVectorSlice);
table.Set(tvb);
}
Marked++;
}
return(Marked);
}
protected override long ExecuteCmd(DocumentsOperationContext context)
{
var storage = context.DocumentDatabase.DocumentsStorage;
RollupSchema.Create(context.Transaction.InnerTransaction, TimeSeriesRollupTable, 16);
var table = context.Transaction.InnerTransaction.OpenTable(RollupSchema, TimeSeriesRollupTable);
foreach (var item in _states)
{
if (_configuration == null)
{
return(RolledUp);
}
if (_configuration.Collections.TryGetValue(item.Collection, out var config) == false)
{
continue;
}
if (config.Disabled)
{
continue;
}
if (table.ReadByKey(item.Key, out var current) == false)
{
continue;
}
var policy = config.GetPolicyByName(item.RollupPolicy, out _);
if (policy == null)
{
table.DeleteByKey(item.Key);
continue;
}
if (item.Etag != DocumentsStorage.TableValueToLong((int)RollupColumns.Etag, ref current))
{
continue; // concurrency check
}
try
{
RollupOne(context, table, item, policy, config);
}
catch (NanValueException e)
{
if (_logger.IsInfoEnabled)
{
_logger.Info($"{item} failed", e);
}
if (table.VerifyKeyExists(item.Key) == false)
{
// we should re-add it, in case we already removed this rollup
using (var slicer = new TimeSeriesSliceHolder(context, item.DocId, item.Name, item.Collection))
using (Slice.From(context.Allocator, item.ChangeVector, ByteStringType.Immutable, out var cv))
using (Slice.From(context.Allocator, item.RollupPolicy, ByteStringType.Immutable, out var policySlice))
using (table.Allocate(out var tvb))
{
tvb.Add(slicer.StatsKey);
tvb.Add(slicer.CollectionSlice);
tvb.Add(Bits.SwapBytes(item.NextRollup.Ticks));
tvb.Add(policySlice);
tvb.Add(item.Etag);
tvb.Add(cv);
table.Set(tvb);
}
}
}
catch (RollupExceedNumberOfValuesException e)
{
var name = item.Name;
var docId = item.DocId;
try
{
var document = storage.Get(context, item.DocId, throwOnConflict: false);
docId = document?.Id ?? docId;
name = storage.TimeSeriesStorage.GetOriginalName(context, docId, name);
}
catch
{
// ignore
}
var msg = $"Rollup '{item.RollupPolicy}' for time-series '{name}' in document '{docId}' failed.";
if (_logger.IsInfoEnabled)
{
_logger.Info(msg, e);
}
var alert = AlertRaised.Create(context.DocumentDatabase.Name, "Failed to perform rollup because the time-series has more than 5 values", msg,
AlertType.RollupExceedNumberOfValues, NotificationSeverity.Warning, $"{item.Collection}/{item.Name}", new ExceptionDetails(e));
context.DocumentDatabase.NotificationCenter.Add(alert);
}
}
return(RolledUp);
}
protected override long ExecuteCmd(DocumentsOperationContext context)
{
var tss = context.DocumentDatabase.DocumentsStorage.TimeSeriesStorage;
RollupSchema.Create(context.Transaction.InnerTransaction, TimeSeriesRollupTable, 16);
var table = context.Transaction.InnerTransaction.OpenTable(RollupSchema, TimeSeriesRollupTable);
foreach (var item in _states)
{
if (_configuration == null)
{
return(RolledUp);
}
if (_configuration.Collections.TryGetValue(item.Collection, out var config) == false)
{
continue;
}
if (config.Disabled)
{
continue;
}
if (table.ReadByKey(item.Key, out var current) == false)
{
continue;
}
var policy = config.GetPolicyByName(item.RollupPolicy, out _);
if (policy == null)
{
table.DeleteByKey(item.Key);
continue;
}
if (item.Etag != DocumentsStorage.TableValueToLong((int)RollupColumns.Etag, ref current))
{
continue; // concurrency check
}
var rawTimeSeries = item.Name.Split(TimeSeriesConfiguration.TimeSeriesRollupSeparator)[0];
var intoTimeSeries = policy.GetTimeSeriesName(rawTimeSeries);
var rollupStart = item.NextRollup.Add(-policy.AggregationTime);
if (config.MaxRetention < TimeValue.MaxValue)
{
var next = new DateTime(NextRollup(_now.Add(-config.MaxRetention), policy)).Add(-policy.AggregationTime);
var rollupStartTicks = Math.Max(rollupStart.Ticks, next.Ticks);
rollupStart = new DateTime(rollupStartTicks);
}
var intoReader = tss.GetReader(context, item.DocId, intoTimeSeries, rollupStart, DateTime.MaxValue);
var previouslyAggregated = intoReader.AllValues().Any();
if (previouslyAggregated)
{
var changeVector = intoReader.GetCurrentSegmentChangeVector();
if (ChangeVectorUtils.GetConflictStatus(item.ChangeVector, changeVector) == ConflictStatus.AlreadyMerged)
{
// this rollup is already done
table.DeleteByKey(item.Key);
continue;
}
}
if (_isFirstInTopology == false)
{
continue; // we execute the actual rollup only on the primary node to avoid conflicts
}
var rollupEnd = new DateTime(NextRollup(_now, policy)).Add(-policy.AggregationTime).AddMilliseconds(-1);
var reader = tss.GetReader(context, item.DocId, item.Name, rollupStart, rollupEnd);
if (previouslyAggregated)
{
var hasPriorValues = tss.GetReader(context, item.DocId, item.Name, DateTime.MinValue, rollupStart).AllValues().Any();
if (hasPriorValues == false)
{
table.DeleteByKey(item.Key);
var first = tss.GetReader(context, item.DocId, item.Name, rollupStart, DateTime.MaxValue).First();
if (first == default)
{
continue; // nothing we can do here
}
if (first.Timestamp > item.NextRollup)
{
// if the 'source' time-series doesn't have any values it is retained.
// so we need to aggregate only from the next time frame
using (var slicer = new TimeSeriesSliceHolder(context, item.DocId, item.Name, item.Collection))
{
tss.Rollups.MarkForPolicy(context, slicer, policy, first.Timestamp);
}
continue;
}
}
}
// rollup from the the raw data will generate 6-value roll up of (first, last, min, max, sum, count)
// other rollups will aggregate each of those values by the type
var mode = item.Name.Contains(TimeSeriesConfiguration.TimeSeriesRollupSeparator) ? AggregationMode.FromAggregated : AggregationMode.FromRaw;
var rangeSpec = new RangeGroup();
switch (policy.AggregationTime.Unit)
{
case TimeValueUnit.Second:
rangeSpec.Ticks = TimeSpan.FromSeconds(policy.AggregationTime.Value).Ticks;
rangeSpec.TicksAlignment = RangeGroup.Alignment.Second;
break;
case TimeValueUnit.Month:
rangeSpec.Months = policy.AggregationTime.Value;
break;
default:
throw new ArgumentOutOfRangeException(nameof(policy.AggregationTime.Unit), $"Not supported time value unit '{policy.AggregationTime.Unit}'");
}
rangeSpec.InitializeRange(rollupStart);
List <SingleResult> values = null;
try
{
values = GetAggregatedValues(reader, rangeSpec, mode);
}
catch (RollupExceedNumberOfValuesException e)
{
var name = item.Name;
var docId = item.DocId;
try
{
var document = context.DocumentDatabase.DocumentsStorage.Get(context, item.DocId, throwOnConflict: false);
docId = document?.Id ?? docId;
name = tss.GetOriginalName(context, docId, name);
}
catch
{
// ignore
}
var msg = $"Rollup '{item.RollupPolicy}' for time-series '{name}' in document '{docId}' failed.";
if (_logger.IsInfoEnabled)
{
_logger.Info(msg, e);
}
var alert = AlertRaised.Create(context.DocumentDatabase.Name, "Failed to perform rollup because the time-series has more than 5 values", msg,
AlertType.RollupExceedNumberOfValues, NotificationSeverity.Warning, $"{item.DocId}/{item.Name}", new ExceptionDetails(e));
context.DocumentDatabase.NotificationCenter.Add(alert);
continue;
}
if (previouslyAggregated)
{
// if we need to re-aggregate we need to delete everything we have from that point on.
var removeRequest = new TimeSeriesStorage.DeletionRangeRequest
{
Collection = item.Collection,
DocumentId = item.DocId,
Name = intoTimeSeries,
From = rollupStart,
To = DateTime.MaxValue,
};
tss.DeleteTimestampRange(context, removeRequest);
}
var before = context.LastDatabaseChangeVector;
var after = tss.AppendTimestamp(context, item.DocId, item.Collection, intoTimeSeries, values, verifyName: false);
if (before != after)
{
RolledUp++;
}
table.DeleteByKey(item.Key);
var stats = tss.Stats.GetStats(context, item.DocId, item.Name);
if (stats.End > rollupEnd)
{
// we know that we have values after the current rollup and we need to mark them
var nextRollup = rollupEnd.AddMilliseconds(1);
intoReader = tss.GetReader(context, item.DocId, item.Name, nextRollup, DateTime.MaxValue);
if (intoReader.Init() == false)
{
Debug.Assert(false, "We have values but no segment?");
continue;
}
using (var slicer = new TimeSeriesSliceHolder(context, item.DocId, item.Name, item.Collection))
{
tss.Rollups.MarkForPolicy(context, slicer, policy, intoReader.First().Timestamp);
}
}
}
return(RolledUp);
}