Example #1
0
func (l *LevelDBMetricPersistence) AppendSample(sample *model.Sample) (err error) {
	begin := time.Now()
	defer func() {
		duration := time.Now().Sub(begin)

		recordOutcome(storageOperations, storageLatency, duration, err, map[string]string{operation: appendSample, result: success}, map[string]string{operation: appendSample, result: failure})
	}()

	metricDTO := model.SampleToMetricDTO(sample)

	indexHas, err := l.hasIndexMetric(metricDTO)
	if err != nil {
		return
	}

	if !indexHas {
		err = l.indexMetric(metricDTO)
		if err != nil {
			return
		}

		err = l.appendFingerprints(metricDTO)
		if err != nil {
			return
		}
	}

	fingerprintDTO, err := model.MessageToFingerprintDTO(metricDTO)
	if err != nil {
		return
	}

	sampleKeyDTO := &dto.SampleKey{
		Fingerprint: fingerprintDTO,
		Timestamp:   indexable.EncodeTime(sample.Timestamp),
	}
	sampleValueDTO := &dto.SampleValue{
		Value: proto.Float32(float32(sample.Value)),
	}
	sampleKeyEncoded := coding.NewProtocolBufferEncoder(sampleKeyDTO)
	sampleValueEncoded := coding.NewProtocolBufferEncoder(sampleValueDTO)

	err = l.metricSamples.Put(sampleKeyEncoded, sampleValueEncoded)
	if err != nil {
		return
	}

	return
}
Example #2
0
func (l *LevelDBMetricPersistence) GetRangeValues(m *model.Metric, i *model.Interval, s *metric.StalenessPolicy) (v *model.SampleSet, err error) {
	begin := time.Now()

	defer func() {
		duration := time.Now().Sub(begin)

		recordOutcome(storageOperations, storageLatency, duration, err, map[string]string{operation: getRangeValues, result: success}, map[string]string{operation: getRangeValues, result: failure})
	}()

	d := model.MetricToDTO(m)

	f, err := model.MessageToFingerprintDTO(d)
	if err != nil {
		return
	}

	k := &dto.SampleKey{
		Fingerprint: f,
		Timestamp:   indexable.EncodeTime(i.OldestInclusive),
	}

	e, err := coding.NewProtocolBufferEncoder(k).Encode()
	if err != nil {
		return
	}

	iterator, closer, err := l.metricSamples.GetIterator()
	if err != nil {
		return
	}
	defer closer.Close()

	iterator.Seek(e)

	predicate := keyIsOlderThan(i.NewestInclusive)

	for ; iterator.Valid(); iterator.Next() {
		retrievedKey := &dto.SampleKey{}

		retrievedKey, err = extractSampleKey(iterator)
		if err != nil {
			return
		}

		if predicate(retrievedKey) {
			break
		}

		if !fingerprintsEqual(retrievedKey.Fingerprint, k.Fingerprint) {
			break
		}

		retrievedValue, err := extractSampleValue(iterator)
		if err != nil {
			return nil, err
		}

		if v == nil {
			v = &model.SampleSet{}
		}

		v.Values = append(v.Values, model.SamplePair{
			Value:     model.SampleValue(*retrievedValue.Value),
			Timestamp: indexable.DecodeTime(retrievedKey.Timestamp),
		})
	}

	return
}
Example #3
0
func (l *LevelDBMetricPersistence) GetSamplesForMetric(metric model.Metric, interval model.Interval) ([]model.Samples, error) {
	metricDTO := model.MetricToDTO(&metric)

	if fingerprintDTO, fingerprintDTOErr := model.MessageToFingerprintDTO(metricDTO); fingerprintDTOErr == nil {
		if iterator, closer, iteratorErr := l.metricSamples.GetIterator(); iteratorErr == nil {
			defer closer.Close()

			start := &dto.SampleKey{
				Fingerprint: fingerprintDTO,
				Timestamp:   indexable.EncodeTime(interval.OldestInclusive),
			}

			emission := make([]model.Samples, 0)

			if encode, encodeErr := coding.NewProtocolBufferEncoder(start).Encode(); encodeErr == nil {
				iterator.Seek(encode)

				predicate := keyIsAtMostOld(interval.NewestInclusive)

				for iterator = iterator; iterator.Valid(); iterator.Next() {
					key := &dto.SampleKey{}
					value := &dto.SampleValue{}
					if keyUnmarshalErr := proto.Unmarshal(iterator.Key(), key); keyUnmarshalErr == nil {
						if valueUnmarshalErr := proto.Unmarshal(iterator.Value(), value); valueUnmarshalErr == nil {
							if fingerprintsEqual(fingerprintDTO, key.Fingerprint) {
								// Wart
								if predicate(key) {
									emission = append(emission, model.Samples{
										Value:     model.SampleValue(*value.Value),
										Timestamp: indexable.DecodeTime(key.Timestamp),
									})
								} else {
									break
								}
							} else {
								break
							}
						} else {
							return nil, valueUnmarshalErr
						}
					} else {
						return nil, keyUnmarshalErr
					}
				}

				return emission, nil

			} else {
				log.Printf("Could not encode the start key: %q\n", encodeErr)
				return nil, encodeErr
			}
		} else {
			log.Printf("Could not acquire iterator: %q\n", iteratorErr)
			return nil, iteratorErr
		}
	} else {
		log.Printf("Could not create fingerprint for the metric: %q\n", fingerprintDTOErr)
		return nil, fingerprintDTOErr
	}

	panic("unreachable")
}
Example #4
0
func (l *LevelDBMetricPersistence) GetValueAtTime(m *model.Metric, t *time.Time, s *metric.StalenessPolicy) (sample *model.Sample, err error) {
	begin := time.Now()

	defer func() {
		duration := time.Now().Sub(begin)

		recordOutcome(storageOperations, storageLatency, duration, err, map[string]string{operation: getValueAtTime, result: success}, map[string]string{operation: getValueAtTime, result: failure})
	}()

	d := model.MetricToDTO(m)

	f, err := model.MessageToFingerprintDTO(d)
	if err != nil {
		return
	}

	// Candidate for Refactoring
	k := &dto.SampleKey{
		Fingerprint: f,
		Timestamp:   indexable.EncodeTime(*t),
	}

	e, err := coding.NewProtocolBufferEncoder(k).Encode()
	if err != nil {
		return
	}

	iterator, closer, err := l.metricSamples.GetIterator()
	if err != nil {
		return
	}

	defer closer.Close()

	iterator.Seek(e)
	if !iterator.Valid() {
		/*
		 * Two cases for this:
		 * 1.) Corruption in LevelDB.
		 * 2.) Key seek after AND outside known range.
		 *
		 * Once a LevelDB iterator goes invalid, it cannot be recovered; thusly,
		 * we need to create a new in order to check if the last value in the
		 * database is sufficient for our purposes.  This is, in all reality, a
		 * corner case but one that could bring down the system.
		 */
		iterator, closer, err = l.metricSamples.GetIterator()
		if err != nil {
			return
		}
		defer closer.Close()
		iterator.SeekToLast()
		if !iterator.Valid() {
			/*
			 * For whatever reason, the LevelDB cannot be recovered.
			 */
			return
		}
	}

	var (
		firstKey   *dto.SampleKey
		firstValue *dto.SampleValue
	)

	firstKey, err = extractSampleKey(iterator)
	if err != nil {
		return
	}

	peekAhead := false

	if !fingerprintsEqual(firstKey.Fingerprint, k.Fingerprint) {
		/*
		 * This allows us to grab values for metrics if our request time is after
		 * the last recorded time subject to the staleness policy due to the nuances
		 * of LevelDB storage:
		 *
		 * # Assumptions:
		 * - K0 < K1 in terms of sorting.
		 * - T0 < T1 in terms of sorting.
		 *
		 * # Data
		 *
		 * K0-T0
		 * K0-T1
		 * K0-T2
		 * K1-T0
		 * K1-T1
		 *
		 * # Scenario
		 * K0-T3, which does not exist, is requested.  LevelDB will thusly seek to
		 * K1-T1, when K0-T2 exists as a perfectly good candidate to check subject
		 * to the provided staleness policy and such.
		 */
		peekAhead = true
	}

	firstTime := indexable.DecodeTime(firstKey.Timestamp)
	if t.Before(firstTime) || peekAhead {
		iterator.Prev()
		if !iterator.Valid() {
			/*
			 * Two cases for this:
			 * 1.) Corruption in LevelDB.
			 * 2.) Key seek before AND outside known range.
			 *
			 * This is an explicit validation to ensure that if no previous values for
			 * the series are found, the query aborts.
			 */
			return
		}

		var (
			alternativeKey   *dto.SampleKey
			alternativeValue *dto.SampleValue
		)

		alternativeKey, err = extractSampleKey(iterator)
		if err != nil {
			return
		}

		if !fingerprintsEqual(alternativeKey.Fingerprint, k.Fingerprint) {
			return
		}

		/*
		 * At this point, we found a previous value in the same series in the
		 * database.  LevelDB originally seeked to the subsequent element given
		 * the key, but we need to consider this adjacency instead.
		 */
		alternativeTime := indexable.DecodeTime(alternativeKey.Timestamp)

		firstKey = alternativeKey
		firstValue = alternativeValue
		firstTime = alternativeTime
	}

	firstDelta := firstTime.Sub(*t)
	if firstDelta < 0 {
		firstDelta *= -1
	}
	if firstDelta > s.DeltaAllowance {
		return
	}

	firstValue, err = extractSampleValue(iterator)
	if err != nil {
		return
	}

	sample = model.SampleFromDTO(m, t, firstValue)

	if firstDelta == time.Duration(0) {
		return
	}

	iterator.Next()
	if !iterator.Valid() {
		/*
		 * Two cases for this:
		 * 1.) Corruption in LevelDB.
		 * 2.) Key seek after AND outside known range.
		 *
		 * This means that there are no more values left in the storage; and if this
		 * point is reached, we know that the one that has been found is within the
		 * allowed staleness limits.
		 */
		return
	}

	var secondKey *dto.SampleKey

	secondKey, err = extractSampleKey(iterator)
	if err != nil {
		return
	}

	if !fingerprintsEqual(secondKey.Fingerprint, k.Fingerprint) {
		return
	} else {
		/*
		 * At this point, current entry in the database has the same key as the
		 * previous.  For this reason, the validation logic will expect that the
		 * distance between the two points shall not exceed the staleness policy
		 * allowed limit to reduce interpolation errors.
		 *
		 * For this reason, the sample is reset in case of other subsequent
		 * validation behaviors.
		 */
		sample = nil
	}

	secondTime := indexable.DecodeTime(secondKey.Timestamp)

	totalDelta := secondTime.Sub(firstTime)
	if totalDelta > s.DeltaAllowance {
		return
	}

	var secondValue *dto.SampleValue

	secondValue, err = extractSampleValue(iterator)
	if err != nil {
		return
	}

	interpolated := interpolate(firstTime, secondTime, *firstValue.Value, *secondValue.Value, *t)

	sampleValue := &dto.SampleValue{
		Value: &interpolated,
	}

	sample = model.SampleFromDTO(m, t, sampleValue)

	return
}