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8f2c38e
[ML] Add daily task to manage .ml-state indices
edsavage Nov 5, 2025
4020b12
Update docs/changelog/137653.yaml
edsavage Nov 5, 2025
21436a7
Improve testing and perform better maintenance on aliases.
edsavage Nov 7, 2025
479a386
fix for failing test
edsavage Nov 10, 2025
db46939
Merge branch 'main' of github.com:elasticsearch/elasticsearch into ma…
edsavage Nov 10, 2025
9853266
Tidy up some loose ends
edsavage Nov 10, 2025
df2859c
[CI] Auto commit changes from spotless
Nov 10, 2025
84f114e
Attend to code review comments
edsavage Nov 11, 2025
57bfe13
checkstyle fix
edsavage Nov 11, 2025
21fcf3b
Merge branch 'main' of github.com:elasticsearch/elasticsearch into ma…
edsavage Nov 11, 2025
5ace996
Merge branch 'manage_ad_state_indices' of github.com:edsavage/elastic…
edsavage Nov 11, 2025
01ffee4
Add more tests exercising ILM behaviour
edsavage Nov 11, 2025
6fe4bad
[CI] Auto commit changes from spotless
Nov 11, 2025
3e884b4
Merge branch 'main' of github.com:elasticsearch/elasticsearch into ma…
edsavage Nov 11, 2025
e8f8156
Simplification of logic in addResultsIndexRolloverAliasActions
edsavage Nov 12, 2025
7a45467
Fixed and tidied test case
edsavage Nov 12, 2025
b32e5ef
Merge branch 'main' into manage_ad_state_indices
edsavage Nov 12, 2025
3b22204
Merge branch 'main' of github.com:elasticsearch/elasticsearch into ma…
edsavage Nov 12, 2025
632e5b5
Added test case for hasIlm
edsavage Nov 13, 2025
e03a57f
Merge branch 'main' of github.com:elasticsearch/elasticsearch into ma…
edsavage Nov 14, 2025
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5 changes: 5 additions & 0 deletions docs/changelog/137653.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
pr: 137653
summary: Add daily task to manage .ml-state indices
area: Machine Learning
type: enhancement
issues: []
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@

import java.util.Locale;
import java.util.Map;
import java.util.Optional;

import static org.elasticsearch.xpack.core.ClientHelper.ML_ORIGIN;
import static org.elasticsearch.xpack.core.ClientHelper.executeAsyncWithOrigin;
Expand All @@ -30,6 +31,7 @@ public final class AnomalyDetectorsIndex {

private static final String RESULTS_MAPPINGS_VERSION_VARIABLE = "xpack.ml.version";
private static final String RESOURCE_PATH = "/ml/anomalydetection/";
private static final String WRITE_ALIAS_PREFIX = ".write-";
public static final int RESULTS_INDEX_MAPPINGS_VERSION = 1;

private AnomalyDetectorsIndex() {}
Expand Down Expand Up @@ -57,11 +59,16 @@ public static String jobResultsAliasedName(String jobId) {
* @param jobResultsAliasedName The alias
* @return The job Id
*/
public static String jobIdFromAlias(String jobResultsAliasedName) {
public static Optional<String> jobIdFromAlias(String jobResultsAliasedName) {
if (jobResultsAliasedName.length() < AnomalyDetectorsIndexFields.RESULTS_INDEX_PREFIX.length()) {
return null;
return Optional.empty();
}
return jobResultsAliasedName.substring(AnomalyDetectorsIndexFields.RESULTS_INDEX_PREFIX.length());

var jobId = jobResultsAliasedName.substring(AnomalyDetectorsIndexFields.RESULTS_INDEX_PREFIX.length());
if (jobId.startsWith(WRITE_ALIAS_PREFIX)) {
jobId = jobId.substring(WRITE_ALIAS_PREFIX.length());
}
return Optional.of(jobId);
}

/**
Expand Down

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Original file line number Diff line number Diff line change
Expand Up @@ -509,10 +509,15 @@ public void testLatestIndexMatchingBaseName_CollidingIndexNames() {

public void testBuildIndexAliasesRequest() {
var anomaliesIndex = ".ml-anomalies-sharedindex";
var newIndex = anomaliesIndex + "-000001";

var jobs = List.of("job1", "job2");
IndexMetadata.Builder indexMetadata = createSharedResultsIndex(anomaliesIndex, IndexVersion.current(), jobs);
IndexMetadata.Builder oldIndexMetadata = createSharedResultsIndex(anomaliesIndex, IndexVersion.current(), jobs);
IndexMetadata.Builder newIndexMetadata = createEmptySharedResultsIndex(newIndex, IndexVersion.current());

Metadata.Builder metadata = Metadata.builder();
metadata.put(indexMetadata);
metadata.put(oldIndexMetadata);
metadata.put(newIndexMetadata);
ClusterState.Builder csBuilder = ClusterState.builder(new ClusterName("_name"));
csBuilder.metadata(metadata);

Expand All @@ -522,8 +527,13 @@ public void testBuildIndexAliasesRequest() {
TEST_REQUEST_TIMEOUT
);

var newIndex = anomaliesIndex + "-000001";
var request = MlIndexAndAlias.addIndexAliasesRequests(aliasRequestBuilder, anomaliesIndex, newIndex, csBuilder.build());
String[] currentIndices = { anomaliesIndex };
var request = MlIndexAndAlias.addResultsIndexRolloverAliasActions(
aliasRequestBuilder,
newIndex,
csBuilder.build(),
Arrays.asList(currentIndices)
);
var actions = request.request().getAliasActions();
assertThat(actions, hasSize(6));

Expand All @@ -535,6 +545,7 @@ public void testBuildIndexAliasesRequest() {
newIndex,
IndicesAliasesRequest.AliasActions.Type.ADD
);

assertThat(actions.stream().filter(expected::matches).count(), equalTo(1L));

expected = new AliasActionMatcher(
Expand All @@ -544,12 +555,13 @@ public void testBuildIndexAliasesRequest() {
);
assertThat(actions.stream().filter(expected::matches).count(), equalTo(1L));

expected = new AliasActionMatcher(
// This alias action request ensures that every index has a read alias, even if the old index was missing one.
var expected1 = new AliasActionMultiIndicesMatcher(
AnomalyDetectorsIndex.jobResultsAliasedName(job),
newIndex,
new String[] { anomaliesIndex, newIndex },
IndicesAliasesRequest.AliasActions.Type.ADD
);
assertThat(actions.stream().filter(expected::matches).count(), equalTo(1L));
assertThat(actions.stream().filter(expected1::matches).count(), equalTo(1L));
}
}

Expand All @@ -561,7 +573,15 @@ boolean matches(IndicesAliasesRequest.AliasActions aliasAction) {
}
}

private IndexMetadata.Builder createSharedResultsIndex(String indexName, IndexVersion indexVersion, List<String> jobs) {
private record AliasActionMultiIndicesMatcher(String aliasName, String[] indices, IndicesAliasesRequest.AliasActions.Type actionType) {
boolean matches(IndicesAliasesRequest.AliasActions aliasAction) {
return aliasAction.actionType() == actionType
&& aliasAction.aliases()[0].equals(aliasName)
&& Arrays.stream(aliasAction.indices()).toList().equals(Arrays.stream(indices).toList());
}
}

private IndexMetadata.Builder createEmptySharedResultsIndex(String indexName, IndexVersion indexVersion) {
IndexMetadata.Builder indexMetadata = IndexMetadata.builder(indexName);
indexMetadata.settings(
Settings.builder()
Expand All @@ -571,6 +591,13 @@ private IndexMetadata.Builder createSharedResultsIndex(String indexName, IndexVe
.put(IndexMetadata.SETTING_INDEX_UUID, "_uuid")
);

return indexMetadata;
}

private IndexMetadata.Builder createSharedResultsIndex(String indexName, IndexVersion indexVersion, List<String> jobs) {

var indexMetadata = createEmptySharedResultsIndex(indexName, indexVersion);

for (var jobId : jobs) {
indexMetadata.putAlias(AliasMetadata.builder(AnomalyDetectorsIndex.jobResultsAliasedName(jobId)).isHidden(true).build());
indexMetadata.putAlias(
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -9,9 +9,7 @@
"index" : {
"auto_expand_replicas" : "0-1",
"hidden": true
},
"index.lifecycle.name": "${xpack.ml.index.lifecycle.name}",
"index.lifecycle.rollover_alias": "${xpack.ml.index.lifecycle.rollover_alias}"
}
},
"mappings" : {
"_meta": {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -58,6 +58,7 @@ public void testTriggerDeleteJobsInStateDeletingWithoutDeletionTask() throws Int
mock(IndexNameExpressionResolver.class),
true,
true,
true,
true
);

Expand Down
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