use of org.graylog2.indexer.FieldTypeException in project graylog2-server by Graylog2.
the class Searches method fieldHistogram.
public HistogramResult fieldHistogram(String query, String field, DateHistogramInterval interval, String filter, TimeRange range, boolean includeCardinality) throws FieldTypeException {
final DateHistogramBuilder dateHistogramBuilder = AggregationBuilders.dateHistogram(AGG_HISTOGRAM).field("timestamp").subAggregation(AggregationBuilders.stats(AGG_STATS).field(field)).interval(interval.toESInterval());
if (includeCardinality) {
dateHistogramBuilder.subAggregation(AggregationBuilders.cardinality(AGG_CARDINALITY).field(field));
}
FilterAggregationBuilder builder = AggregationBuilders.filter(AGG_FILTER).subAggregation(dateHistogramBuilder).filter(standardAggregationFilters(range, filter));
QueryStringQueryBuilder qs = queryStringQuery(query);
qs.allowLeadingWildcard(configuration.isAllowLeadingWildcardSearches());
SearchRequestBuilder srb = c.prepareSearch();
final Set<String> affectedIndices = determineAffectedIndices(range, filter);
srb.setIndices(affectedIndices.toArray(new String[affectedIndices.size()]));
srb.setQuery(qs);
srb.addAggregation(builder);
SearchResponse r;
final SearchRequest request = srb.request();
try {
r = c.search(request).actionGet();
} catch (org.elasticsearch.action.search.SearchPhaseExecutionException e) {
throw new FieldTypeException(e);
}
checkForFailedShards(r);
recordEsMetrics(r, range);
final Filter f = r.getAggregations().get(AGG_FILTER);
return new FieldHistogramResult(f.getAggregations().get(AGG_HISTOGRAM), query, request.source(), interval, r.getTook());
}
use of org.graylog2.indexer.FieldTypeException in project graylog2-server by Graylog2.
the class ElasticsearchBackend method checkForFailedShards.
private Optional<ElasticsearchException> checkForFailedShards(MultiSearchResponse.Item multiSearchResponse) {
if (multiSearchResponse.isFailure()) {
return Optional.of(new ElasticsearchException(multiSearchResponse.getFailureMessage(), multiSearchResponse.getFailure()));
}
final SearchResponse searchResponse = multiSearchResponse.getResponse();
if (searchResponse != null && searchResponse.getFailedShards() > 0) {
final List<Throwable> shardFailures = Arrays.stream(searchResponse.getShardFailures()).map(ShardOperationFailedException::getCause).collect(Collectors.toList());
final List<String> nonNumericFieldErrors = shardFailures.stream().filter(shardFailure -> shardFailure.getMessage().contains("Expected numeric type on field")).map(Throwable::getMessage).distinct().collect(Collectors.toList());
if (!nonNumericFieldErrors.isEmpty()) {
return Optional.of(new FieldTypeException("Unable to perform search query: ", nonNumericFieldErrors));
}
final List<String> errors = shardFailures.stream().map(Throwable::getMessage).distinct().collect(Collectors.toList());
return Optional.of(new ElasticsearchException("Unable to perform search query: ", errors));
}
return Optional.empty();
}
use of org.graylog2.indexer.FieldTypeException in project graylog2-server by Graylog2.
the class FieldValueAlertCondition method runCheck.
@Override
public CheckResult runCheck() {
try {
final String filter = buildQueryFilter(stream.getId(), query);
// TODO we don't support cardinality yet
final FieldStatsResult fieldStatsResult = searches.fieldStats(field, "*", filter, RelativeRange.create(time * 60), false, true, false);
if (fieldStatsResult.count() == 0) {
LOG.debug("Alert check <{}> did not match any messages. Returning not triggered.", type);
return new NegativeCheckResult();
}
final double result;
switch(type) {
case MEAN:
result = fieldStatsResult.mean();
break;
case MIN:
result = fieldStatsResult.min();
break;
case MAX:
result = fieldStatsResult.max();
break;
case SUM:
result = fieldStatsResult.sum();
break;
case STDDEV:
result = fieldStatsResult.stdDeviation();
break;
default:
LOG.error("No such field value check type: [{}]. Returning not triggered.", type);
return new NegativeCheckResult();
}
LOG.debug("Alert check <{}> result: [{}]", id, result);
if (Double.isInfinite(result)) {
// This happens when there are no ES results/docs.
LOG.debug("Infinite value. Returning not triggered.");
return new NegativeCheckResult();
}
final boolean triggered;
switch(thresholdType) {
case HIGHER:
triggered = result > threshold.doubleValue();
break;
case LOWER:
triggered = result < threshold.doubleValue();
break;
default:
triggered = false;
}
if (triggered) {
final String resultDescription = "Field " + field + " had a " + type + " of " + decimalFormat.format(result) + " in the last " + time + " minutes with trigger condition " + thresholdType + " than " + decimalFormat.format(threshold) + ". " + "(Current grace time: " + grace + " minutes)";
final List<MessageSummary> summaries;
if (getBacklog() > 0) {
final List<ResultMessage> searchResult = fieldStatsResult.searchHits();
summaries = Lists.newArrayListWithCapacity(searchResult.size());
for (ResultMessage resultMessage : searchResult) {
final Message msg = resultMessage.getMessage();
summaries.add(new MessageSummary(resultMessage.getIndex(), msg));
}
} else {
summaries = Collections.emptyList();
}
return new CheckResult(true, this, resultDescription, Tools.nowUTC(), summaries);
} else {
return new NegativeCheckResult();
}
} catch (InvalidRangeParametersException e) {
// cannot happen lol
LOG.error("Invalid timerange.", e);
return null;
} catch (FieldTypeException e) {
LOG.debug("Field [{}] seems not to have a numerical type or doesn't even exist at all. Returning not triggered.", field, e);
return new NegativeCheckResult();
}
}
use of org.graylog2.indexer.FieldTypeException in project graylog2-server by Graylog2.
the class JestUtils method checkForFailedShards.
public static Optional<ElasticsearchException> checkForFailedShards(JestResult result) {
// unwrap shard failure due to non-numeric mapping. this happens when searching across index sets
// if at least one of the index sets comes back with a result, the overall result will have the aggregation
// but not considered failed entirely. however, if one shard has the error, we will refuse to respond
// otherwise we would be showing empty graphs for non-numeric fields.
final JsonNode shards = result.getJsonObject().path("_shards");
final double failedShards = shards.path("failed").asDouble();
if (failedShards > 0) {
final List<String> errors = StreamSupport.stream(shards.path("failures").spliterator(), false).map(failure -> failure.path("reason").path("reason").asText()).filter(s -> !s.isEmpty()).collect(Collectors.toList());
final List<String> nonNumericFieldErrors = errors.stream().filter(error -> error.startsWith("Expected numeric type on field")).collect(Collectors.toList());
if (!nonNumericFieldErrors.isEmpty()) {
return Optional.of(new FieldTypeException("Unable to perform search query: ", deduplicateErrors(nonNumericFieldErrors)));
}
return Optional.of(new ElasticsearchException("Unable to perform search query: ", deduplicateErrors(errors)));
}
return Optional.empty();
}
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