diff --git a/docs/changelog/120998.yaml b/docs/changelog/120998.yaml new file mode 100644 index 0000000000000..4d9a3aa3eb1c4 --- /dev/null +++ b/docs/changelog/120998.yaml @@ -0,0 +1,5 @@ +pr: 120998 +summary: ES|QL `change_point` processing command +area: Machine Learning +type: feature +issues: [] diff --git a/docs/reference/esql/esql-commands.asciidoc b/docs/reference/esql/esql-commands.asciidoc index e200ce760f110..f66b420ba503e 100644 --- a/docs/reference/esql/esql-commands.asciidoc +++ b/docs/reference/esql/esql-commands.asciidoc @@ -32,6 +32,7 @@ image::images/esql/processing-command.svg[A processing command changing an input {esql} supports these processing commands: +* experimental:[] <> * <> * <> * <> @@ -55,6 +56,7 @@ include::source-commands/from.asciidoc[] include::source-commands/row.asciidoc[] include::source-commands/show.asciidoc[] +include::processing-commands/change_point.asciidoc[] include::processing-commands/dissect.asciidoc[] include::processing-commands/drop.asciidoc[] include::processing-commands/enrich.asciidoc[] diff --git a/docs/reference/esql/processing-commands/change_point.asciidoc b/docs/reference/esql/processing-commands/change_point.asciidoc new file mode 100644 index 0000000000000..4fd1f5ed6ff4d --- /dev/null +++ b/docs/reference/esql/processing-commands/change_point.asciidoc @@ -0,0 +1,49 @@ +[discrete] +[[esql-change_point]] +=== `CHANGE_POINT` + +[NOTE] +==== +The `CHANGE_POINT` command requires a https://www.elastic.co/subscriptions[platinum license]. +==== + +preview::[] + +`CHANGE_POINT` detects spikes, dips, and change points in a metric. + +**Syntax** + +[source,esql] +---- +CHANGE_POINT value [ON key] [AS type_name, pvalue_name] +---- + +*Parameters* + +`value` +: The column with the metric in which you want to detect a change point. + +`key` +: The column with the key to order the values by. If not specified, `@timestamp` is used. + +`type_name` +: The name of the output column with the change point type. If not specified, `type` is used. + +`pvalue_name` +: The name of the output column with the p-value that indicates how extreme the change point is. If not specified, `pvalue` is used. + +[NOTE] +==== +There must be at least 22 values for change point detection. Fewer than 1,000 is preferred. +==== + +*Example* + +[source.merge.styled,esql] +---- +include::{esql-specs}/change_point.csv-spec[tag=changePointForDocs] +---- +[%header.monospaced.styled,format=dsv,separator=|] +|=== +include::{esql-specs}/change_point.csv-spec[tag=changePointForDocs-result] +|=== diff --git a/x-pack/plugin/esql/compute/src/main/java/org/elasticsearch/compute/operator/ChangePointOperator.java b/x-pack/plugin/esql/compute/src/main/java/org/elasticsearch/compute/operator/ChangePointOperator.java new file mode 100644 index 0000000000000..2693c13a5383a --- /dev/null +++ b/x-pack/plugin/esql/compute/src/main/java/org/elasticsearch/compute/operator/ChangePointOperator.java @@ -0,0 +1,236 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ + +package org.elasticsearch.compute.operator; + +import org.apache.lucene.util.BytesRef; +import org.elasticsearch.compute.data.Block; +import org.elasticsearch.compute.data.BlockFactory; +import org.elasticsearch.compute.data.BlockUtils; +import org.elasticsearch.compute.data.BytesRefBlock; +import org.elasticsearch.compute.data.DoubleBlock; +import org.elasticsearch.compute.data.Page; +import org.elasticsearch.core.Releasables; +import org.elasticsearch.xpack.ml.aggs.MlAggsHelper; +import org.elasticsearch.xpack.ml.aggs.changepoint.ChangePointDetector; +import org.elasticsearch.xpack.ml.aggs.changepoint.ChangeType; + +import java.util.ArrayList; +import java.util.Deque; +import java.util.LinkedList; +import java.util.List; + +/** + * Find spikes, dips and change point in a list of values. + *

+ * Warning: this operator cannot handle large amounts of data! It buffers all + * data that is passed to it, runs the change point detector on the data (which + * is a compute-heavy process), and then outputs all data with the change points. + */ +public class ChangePointOperator implements Operator { + + public static final int INPUT_VALUE_COUNT_LIMIT = 1000; + + public record Factory(int channel, String sourceText, int sourceLine, int sourceColumn) implements OperatorFactory { + @Override + public Operator get(DriverContext driverContext) { + return new ChangePointOperator(driverContext, channel, sourceText, sourceLine, sourceColumn); + } + + @Override + public String describe() { + return "ChangePointOperator[channel=" + channel + "]"; + } + } + + private final DriverContext driverContext; + private final int channel; + private final String sourceText; + private final int sourceLine; + private final int sourceColumn; + + private final Deque inputPages; + private final Deque outputPages; + private boolean finished; + private Warnings warnings; + + // TODO: make org.elasticsearch.xpack.esql.core.tree.Source available here + // (by modularizing esql-core) and use that instead of the individual fields. + public ChangePointOperator(DriverContext driverContext, int channel, String sourceText, int sourceLine, int sourceColumn) { + this.driverContext = driverContext; + this.channel = channel; + this.sourceText = sourceText; + this.sourceLine = sourceLine; + this.sourceColumn = sourceColumn; + + finished = false; + inputPages = new LinkedList<>(); + outputPages = new LinkedList<>(); + warnings = null; + } + + @Override + public boolean needsInput() { + return finished == false; + } + + @Override + public void addInput(Page page) { + inputPages.add(page); + } + + @Override + public void finish() { + if (finished == false) { + finished = true; + createOutputPages(); + } + } + + @Override + public boolean isFinished() { + return finished && outputPages.isEmpty(); + } + + @Override + public Page getOutput() { + if (finished == false || outputPages.isEmpty()) { + return null; + } + return outputPages.removeFirst(); + } + + private void createOutputPages() { + int valuesCount = 0; + for (Page page : inputPages) { + valuesCount += page.getPositionCount(); + } + boolean tooManyValues = valuesCount > INPUT_VALUE_COUNT_LIMIT; + if (tooManyValues) { + valuesCount = INPUT_VALUE_COUNT_LIMIT; + } + + List values = new ArrayList<>(valuesCount); + List bucketIndexes = new ArrayList<>(valuesCount); + int valuesIndex = 0; + boolean hasNulls = false; + boolean hasMultivalued = false; + for (Page inputPage : inputPages) { + Block inputBlock = inputPage.getBlock(channel); + for (int i = 0; i < inputBlock.getPositionCount() && valuesIndex < valuesCount; i++) { + Object value = BlockUtils.toJavaObject(inputBlock, i); + if (value == null) { + hasNulls = true; + valuesIndex++; + } else if (value instanceof List) { + hasMultivalued = true; + valuesIndex++; + } else { + values.add(((Number) value).doubleValue()); + bucketIndexes.add(valuesIndex++); + } + } + } + + MlAggsHelper.DoubleBucketValues bucketValues = new MlAggsHelper.DoubleBucketValues( + null, + values.stream().mapToDouble(Double::doubleValue).toArray(), + bucketIndexes.stream().mapToInt(Integer::intValue).toArray() + ); + ChangeType changeType = ChangePointDetector.getChangeType(bucketValues); + int changePointIndex = changeType.changePoint(); + + BlockFactory blockFactory = driverContext.blockFactory(); + int pageStartIndex = 0; + while (inputPages.isEmpty() == false) { + Page inputPage = inputPages.peek(); + Page outputPage; + Block changeTypeBlock = null; + Block changePvalueBlock = null; + boolean success = false; + try { + if (pageStartIndex <= changePointIndex && changePointIndex < pageStartIndex + inputPage.getPositionCount()) { + try ( + BytesRefBlock.Builder changeTypeBlockBuilder = blockFactory.newBytesRefBlockBuilder(inputPage.getPositionCount()); + DoubleBlock.Builder pvalueBlockBuilder = blockFactory.newDoubleBlockBuilder(inputPage.getPositionCount()) + ) { + for (int i = 0; i < inputPage.getPositionCount(); i++) { + if (pageStartIndex + i == changePointIndex) { + changeTypeBlockBuilder.appendBytesRef(new BytesRef(changeType.getWriteableName())); + pvalueBlockBuilder.appendDouble(changeType.pValue()); + } else { + changeTypeBlockBuilder.appendNull(); + pvalueBlockBuilder.appendNull(); + } + } + changeTypeBlock = changeTypeBlockBuilder.build(); + changePvalueBlock = pvalueBlockBuilder.build(); + } + } else { + changeTypeBlock = blockFactory.newConstantNullBlock(inputPage.getPositionCount()); + changePvalueBlock = blockFactory.newConstantNullBlock(inputPage.getPositionCount()); + } + + outputPage = inputPage.appendBlocks(new Block[] { changeTypeBlock, changePvalueBlock }); + success = true; + } finally { + if (success == false) { + Releasables.closeExpectNoException(changeTypeBlock, changePvalueBlock); + } + } + + inputPages.removeFirst(); + outputPages.add(outputPage); + pageStartIndex += inputPage.getPositionCount(); + } + + if (changeType instanceof ChangeType.Indeterminable indeterminable) { + warnings(false).registerException(new IllegalArgumentException(indeterminable.getReason())); + } + if (tooManyValues) { + warnings(true).registerException( + new IllegalArgumentException("too many values; keeping only first " + INPUT_VALUE_COUNT_LIMIT + " values") + ); + } + if (hasNulls) { + warnings(true).registerException(new IllegalArgumentException("values contain nulls; skipping them")); + } + if (hasMultivalued) { + warnings(true).registerException( + new IllegalArgumentException( + "values contains multivalued entries; skipping them (please consider reducing them with e.g. MV_AVG or MV_SUM)" + ) + ); + } + } + + @Override + public void close() { + for (Page page : inputPages) { + page.releaseBlocks(); + } + for (Page page : outputPages) { + page.releaseBlocks(); + } + } + + @Override + public String toString() { + return "ChangePointOperator[channel=" + channel + "]"; + } + + private Warnings warnings(boolean onlyWarnings) { + if (warnings == null) { + if (onlyWarnings) { + this.warnings = Warnings.createOnlyWarnings(driverContext.warningsMode(), sourceLine, sourceColumn, sourceText); + } else { + this.warnings = Warnings.createWarnings(driverContext.warningsMode(), sourceLine, sourceColumn, sourceText); + } + } + return warnings; + } +} diff --git a/x-pack/plugin/esql/compute/src/main/java/org/elasticsearch/compute/operator/Warnings.java b/x-pack/plugin/esql/compute/src/main/java/org/elasticsearch/compute/operator/Warnings.java index ec697219563a4..999ecca916197 100644 --- a/x-pack/plugin/esql/compute/src/main/java/org/elasticsearch/compute/operator/Warnings.java +++ b/x-pack/plugin/esql/compute/src/main/java/org/elasticsearch/compute/operator/Warnings.java @@ -31,8 +31,9 @@ public void registerException(Exception exception) { * @param sourceText The source text that caused the warning. Same as `source.text()` * @return A warnings collector object */ + // TODO: rename to createWarningsTreatedAsNull public static Warnings createWarnings(DriverContext.WarningsMode warningsMode, int lineNumber, int columnNumber, String sourceText) { - return createWarnings(warningsMode, lineNumber, columnNumber, sourceText, "treating result as null"); + return createWarnings(warningsMode, lineNumber, columnNumber, sourceText, "evaluation of [{}] failed, treating result as null"); } /** @@ -50,7 +51,26 @@ public static Warnings createWarningsTreatedAsFalse( int columnNumber, String sourceText ) { - return createWarnings(warningsMode, lineNumber, columnNumber, sourceText, "treating result as false"); + return createWarnings(warningsMode, lineNumber, columnNumber, sourceText, "evaluation of [{}] failed, treating result as false"); + } + + /** + * Create a new warnings object based on the given mode which warns that + * evaluation resulted in warnings. + * @param warningsMode The warnings collection strategy to use + * @param lineNumber The line number of the source text. Same as `source.getLineNumber()` + * @param columnNumber The column number of the source text. Same as `source.getColumnNumber()` + * @param sourceText The source text that caused the warning. Same as `source.text()` + * @return A warnings collector object + */ + // TODO: rename to createWarnings + public static Warnings createOnlyWarnings( + DriverContext.WarningsMode warningsMode, + int lineNumber, + int columnNumber, + String sourceText + ) { + return createWarnings(warningsMode, lineNumber, columnNumber, sourceText, "warnings during evaluation of [{}]"); } private static Warnings createWarnings( @@ -78,14 +98,7 @@ private static Warnings createWarnings( private Warnings(int lineNumber, int columnNumber, String sourceText, String first) { this.location = format("Line {}:{}: ", lineNumber, columnNumber); - this.first = format( - null, - "{}evaluation of [{}] failed, {}. Only first {} failures recorded.", - location, - sourceText, - first, - MAX_ADDED_WARNINGS - ); + this.first = format(null, "{}" + first + ". Only first {} failures recorded.", location, sourceText, MAX_ADDED_WARNINGS); } public void registerException(Exception exception) { diff --git a/x-pack/plugin/esql/compute/src/test/java/org/elasticsearch/compute/operator/ChangePointOperatorTests.java b/x-pack/plugin/esql/compute/src/test/java/org/elasticsearch/compute/operator/ChangePointOperatorTests.java new file mode 100644 index 0000000000000..04179a0c744a5 --- /dev/null +++ b/x-pack/plugin/esql/compute/src/test/java/org/elasticsearch/compute/operator/ChangePointOperatorTests.java @@ -0,0 +1,86 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ + +package org.elasticsearch.compute.operator; + +import org.apache.lucene.util.BytesRef; +import org.elasticsearch.compute.data.BlockFactory; +import org.elasticsearch.compute.data.BytesRefBlock; +import org.elasticsearch.compute.data.DoubleBlock; +import org.elasticsearch.compute.data.LongBlock; +import org.elasticsearch.compute.data.Page; +import org.elasticsearch.compute.test.OperatorTestCase; +import org.elasticsearch.compute.test.SequenceLongBlockSourceOperator; +import org.hamcrest.Matcher; + +import java.util.ArrayList; +import java.util.List; + +import static org.hamcrest.Matchers.equalTo; +import static org.hamcrest.Matchers.hasSize; + +public class ChangePointOperatorTests extends OperatorTestCase { + + @Override + protected SourceOperator simpleInput(BlockFactory blockFactory, int size) { + // size must be in [25, 1000] for ChangePoint to function correctly + // and detect the step change. + size = Math.min(Math.max(size, 25), 1000); + List data = new ArrayList<>(size); + for (int i = 0; i < size; i++) { + if (i <= size / 2) { + data.add(0L); + } else { + data.add(1L); + } + } + return new SequenceLongBlockSourceOperator(blockFactory, data); + } + + @Override + protected void assertSimpleOutput(List input, List results) { + boolean seenOne = false; + assertThat(results, hasSize(input.size())); + for (int i = 0; i < results.size(); i++) { + Page inputPage = input.get(i); + Page resultPage = results.get(i); + assertThat(resultPage.getPositionCount(), equalTo(inputPage.getPositionCount())); + assertThat(resultPage.getBlockCount(), equalTo(3)); + for (int j = 0; j < resultPage.getPositionCount(); j++) { + long inputValue = ((LongBlock) resultPage.getBlock(0)).getLong(j); + long resultValue = ((LongBlock) resultPage.getBlock(0)).getLong(j); + assertThat(resultValue, equalTo(inputValue)); + if (seenOne == false && resultValue == 1L) { + BytesRef type = ((BytesRefBlock) resultPage.getBlock(1)).getBytesRef(j, new BytesRef()); + double pvalue = ((DoubleBlock) resultPage.getBlock(2)).getDouble(j); + assertThat(type.utf8ToString(), equalTo("step_change")); + assertThat(pvalue, equalTo(0.0)); + seenOne = true; + } else { + assertThat(resultPage.getBlock(1).isNull(j), equalTo(true)); + assertThat(resultPage.getBlock(2).isNull(j), equalTo(true)); + } + } + } + assertThat(seenOne, equalTo(true)); + } + + @Override + protected Operator.OperatorFactory simple() { + return new ChangePointOperator.Factory(0, null, 0, 0); + } + + @Override + protected Matcher expectedDescriptionOfSimple() { + return equalTo("ChangePointOperator[channel=0]"); + } + + @Override + protected Matcher expectedToStringOfSimple() { + return equalTo("ChangePointOperator[channel=0]"); + } +} diff --git a/x-pack/plugin/esql/compute/test/src/main/java/org/elasticsearch/compute/test/OperatorTestCase.java b/x-pack/plugin/esql/compute/test/src/main/java/org/elasticsearch/compute/test/OperatorTestCase.java index a46dca4ae38cf..5fac2bae8ca0d 100644 --- a/x-pack/plugin/esql/compute/test/src/main/java/org/elasticsearch/compute/test/OperatorTestCase.java +++ b/x-pack/plugin/esql/compute/test/src/main/java/org/elasticsearch/compute/test/OperatorTestCase.java @@ -46,7 +46,6 @@ import static org.hamcrest.Matchers.empty; import static org.hamcrest.Matchers.equalTo; -import static org.hamcrest.Matchers.in; /** * Base tests for {@link Operator}s that are not {@link SourceOperator} or {@link SinkOperator}. diff --git a/x-pack/plugin/esql/qa/testFixtures/src/main/resources/change_point.csv-spec b/x-pack/plugin/esql/qa/testFixtures/src/main/resources/change_point.csv-spec new file mode 100644 index 0000000000000..3a3db8b95cc55 --- /dev/null +++ b/x-pack/plugin/esql/qa/testFixtures/src/main/resources/change_point.csv-spec @@ -0,0 +1,1219 @@ +detect nothing (long) +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | CHANGE_POINT count ON @timestamp AS type, pvalue +; + +count:long | @timestamp:datetime | type:keyword | pvalue:double +4 | 2024-05-10T00:00:00.000Z | null | null +4 | 2024-05-10T00:01:00.000Z | null | null +8 | 2024-05-10T00:02:00.000Z | null | null +8 | 2024-05-10T00:03:00.000Z | null | null +5 | 2024-05-10T00:04:00.000Z | null | null +8 | 2024-05-10T00:05:00.000Z | null | null +10 | 2024-05-10T00:06:00.000Z | null | null +5 | 2024-05-10T00:07:00.000Z | null | null +12 | 2024-05-10T00:08:00.000Z | null | null +20 | 2024-05-10T00:09:00.000Z | null | null +5 | 2024-05-10T00:10:00.000Z | null | null +7 | 2024-05-10T00:11:00.000Z | null | null +8 | 2024-05-10T00:12:00.000Z | null | null +9 | 2024-05-10T00:13:00.000Z | null | null +9 | 2024-05-10T00:14:00.000Z | null | null +11 | 2024-05-10T00:15:00.000Z | null | null +7 | 2024-05-10T00:16:00.000Z | null | null +15 | 2024-05-10T00:17:00.000Z | null | null +17 | 2024-05-10T00:18:00.000Z | null | null +5 | 2024-05-10T00:19:00.000Z | null | null +10 | 2024-05-10T00:20:00.000Z | null | null +4 | 2024-05-10T00:21:00.000Z | null | null +9 | 2024-05-10T00:22:00.000Z | null | null +; + + +detect spike (long; default output columns) +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | EVAL count=count+CASE(@timestamp=="2024-05-10T00:08:00.000Z", 100, 0) + | CHANGE_POINT count ON @timestamp +; + +@timestamp:datetime | count:long | type:keyword | pvalue:double +2024-05-10T00:00:00.000Z | 4 | null | null +2024-05-10T00:01:00.000Z | 4 | null | null +2024-05-10T00:02:00.000Z | 8 | null | null +2024-05-10T00:03:00.000Z | 8 | null | null +2024-05-10T00:04:00.000Z | 5 | null | null +2024-05-10T00:05:00.000Z | 8 | null | null +2024-05-10T00:06:00.000Z | 10 | null | null +2024-05-10T00:07:00.000Z | 5 | null | null +2024-05-10T00:08:00.000Z | 112 | spike | 1.7502597878858522E-193 +2024-05-10T00:09:00.000Z | 20 | null | null +2024-05-10T00:10:00.000Z | 5 | null | null +2024-05-10T00:11:00.000Z | 7 | null | null +2024-05-10T00:12:00.000Z | 8 | null | null +2024-05-10T00:13:00.000Z | 9 | null | null +2024-05-10T00:14:00.000Z | 9 | null | null +2024-05-10T00:15:00.000Z | 11 | null | null +2024-05-10T00:16:00.000Z | 7 | null | null +2024-05-10T00:17:00.000Z | 15 | null | null +2024-05-10T00:18:00.000Z | 17 | null | null +2024-05-10T00:19:00.000Z | 5 | null | null +2024-05-10T00:20:00.000Z | 10 | null | null +2024-05-10T00:21:00.000Z | 4 | null | null +2024-05-10T00:22:00.000Z | 9 | null | null +; + + +detect step change (long; default timestamp) +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | EVAL count=count+CASE(@timestamp>="2024-05-10T00:11:00.000Z", 100, 0) + | CHANGE_POINT count AS type, pvalue +; + +@timestamp:datetime | count:long | type:keyword | pvalue:double +2024-05-10T00:00:00.000Z | 4 | null | null +2024-05-10T00:01:00.000Z | 4 | null | null +2024-05-10T00:02:00.000Z | 8 | null | null +2024-05-10T00:03:00.000Z | 8 | null | null +2024-05-10T00:04:00.000Z | 5 | null | null +2024-05-10T00:05:00.000Z | 8 | null | null +2024-05-10T00:06:00.000Z | 10 | null | null +2024-05-10T00:07:00.000Z | 5 | null | null +2024-05-10T00:08:00.000Z | 12 | null | null +2024-05-10T00:09:00.000Z | 20 | null | null +2024-05-10T00:10:00.000Z | 5 | null | null +2024-05-10T00:11:00.000Z | 107 | step_change | 3.0924162021968114E-23 +2024-05-10T00:12:00.000Z | 108 | null | null +2024-05-10T00:13:00.000Z | 109 | null | null +2024-05-10T00:14:00.000Z | 109 | null | null +2024-05-10T00:15:00.000Z | 111 | null | null +2024-05-10T00:16:00.000Z | 107 | null | null +2024-05-10T00:17:00.000Z | 115 | null | null +2024-05-10T00:18:00.000Z | 117 | null | null +2024-05-10T00:19:00.000Z | 105 | null | null +2024-05-10T00:20:00.000Z | 110 | null | null +2024-05-10T00:21:00.000Z | 104 | null | null +2024-05-10T00:22:00.000Z | 109 | null | null +; + + +detect dip (double) +required_capability: change_point + +FROM employees + | STATS salary=AVG(salary) BY height + | EVAL salary=CASE(height==2.1, 0.0, salary) + | CHANGE_POINT salary ON height AS type, pvalue +; + +height:double | salary:double | type:keyword | pvalue:double +1.41 | 40031.0 | null | null +1.42 | 34142.5 | null | null +1.44 | 40266.0 | null | null +1.45 | 49095.0 | null | null +1.46 | 39878.0 | null | null +1.47 | 60408.0 | null | null +1.48 | 44307.0 | null | null +1.5 | 31120.0 | null | null +1.51 | 28035.0 | null | null +1.52 | 41243.5 | null | null +1.53 | 60079.333333333336 | null | null +1.54 | 61358.0 | null | null +1.55 | 36876.5 | null | null +1.56 | 60335.0 | null | null +1.57 | 38486.0 | null | null +1.58 | 41701.5 | null | null +1.59 | 36575.666666666664 | null | null +1.61 | 55299.5 | null | null +1.63 | 70011.0 | null | null +1.64 | 38992.0 | null | null +1.66 | 28946.0 | null | null +1.68 | 42155.5 | null | null +1.69 | 45656.0 | null | null +1.7 | 65092.25 | null | null +1.74 | 53178.0 | null | null +1.75 | 43429.0 | null | null +1.77 | 54184.25 | null | null +1.78 | 44147.5 | null | null +1.79 | 55360.0 | null | null +1.8 | 52833.0 | null | null +1.81 | 56475.666666666664 | null | null +1.82 | 56039.333333333336 | null | null +1.83 | 54195.333333333336 | null | null +1.85 | 66174.0 | null | null +1.87 | 47411.0 | null | null +1.89 | 58121.0 | null | null +1.9 | 37112.0 | null | null +1.91 | 39638.0 | null | null +1.92 | 67492.0 | null | null +1.93 | 33956.0 | null | null +1.94 | 48193.333333333336 | null | null +1.96 | 43026.0 | null | null +1.97 | 52851.0 | null | null +1.99 | 56068.0 | null | null +2.0 | 36314.666666666664 | null | null +2.01 | 35742.0 | null | null +2.03 | 51130.5 | null | null +2.04 | 49281.0 | null | null +2.05 | 63528.0 | null | null +2.06 | 56722.5 | null | null +2.07 | 39984.0 | null | null +2.08 | 60523.0 | null | null +2.09 | 38645.0 | null | null +2.1 | 0.0 | dip | 9.590143836835097E-6 +; + + +no stats command +required_capability: change_point + +FROM employees + | KEEP emp_no, salary + | CHANGE_POINT salary ON emp_no AS type, pvalue +; + +emp_no:integer | salary:integer | type:keyword | pvalue:double +10001 | 57305 | null | null +10002 | 56371 | null | null +10003 | 61805 | null | null +10004 | 36174 | null | null +10005 | 63528 | null | null +10006 | 60335 | null | null +10007 | 74572 | null | null +10008 | 43906 | null | null +10009 | 66174 | null | null +10010 | 45797 | null | null +10011 | 31120 | null | null +10012 | 48942 | null | null +10013 | 48735 | null | null +10014 | 37137 | null | null +10015 | 25324 | null | null +10016 | 61358 | null | null +10017 | 58715 | null | null +10018 | 56760 | null | null +10019 | 73717 | null | null +10020 | 40031 | null | null +10021 | 60408 | null | null +10022 | 48233 | null | null +10023 | 47896 | null | null +10024 | 64675 | null | null +10025 | 47411 | null | null +10026 | 28336 | null | null +10027 | 73851 | null | null +10028 | 39356 | null | null +10029 | 74999 | null | null +10030 | 67492 | null | null +10031 | 37716 | null | null +10032 | 62233 | null | null +10033 | 70011 | null | null +10034 | 39878 | null | null +10035 | 25945 | null | null +10036 | 60781 | null | null +10037 | 37691 | null | null +10038 | 35222 | null | null +10039 | 36051 | null | null +10040 | 37112 | null | null +10041 | 56415 | null | null +10042 | 30404 | null | null +10043 | 34341 | null | null +10044 | 39728 | null | null +10045 | 74970 | null | null +10046 | 50064 | null | null +10047 | 42716 | null | null +10048 | 26436 | null | null +10049 | 37853 | null | null +10050 | 43026 | null | null +10051 | 58121 | null | null +10052 | 55360 | null | null +10053 | 54462 | null | null +10054 | 65367 | null | null +10055 | 49281 | null | null +10056 | 33370 | null | null +10057 | 27215 | null | null +10058 | 38376 | null | null +10059 | 44307 | null | null +10060 | 29175 | null | null +10061 | 49095 | null | null +10062 | 65030 | null | null +10063 | 52121 | null | null +10064 | 33956 | null | null +10065 | 50249 | null | null +10066 | 31897 | null | null +10067 | 52044 | null | null +10068 | 28941 | null | null +10069 | 41933 | null | null +10070 | 54329 | null | null +10071 | 40612 | null | null +10072 | 54518 | null | null +10073 | 32568 | null | null +10074 | 38992 | null | null +10075 | 51956 | null | null +10076 | 62405 | null | null +10077 | 46595 | null | null +10078 | 69904 | null | null +10079 | 32263 | null | null +10080 | 52833 | null | null +10081 | 50128 | null | null +10082 | 49818 | null | null +10083 | 39110 | null | null +10084 | 28035 | null | null +10085 | 35742 | null | null +10086 | 68547 | null | null +10087 | 32272 | null | null +10088 | 39638 | null | null +10089 | 43602 | null | null +10090 | 44956 | null | null +10091 | 38645 | null | null +10092 | 25976 | null | null +10093 | 45656 | null | null +10094 | 66817 | null | null +10095 | 37702 | null | null +10096 | 43889 | null | null +10097 | 71165 | null | null +10098 | 44817 | null | null +10099 | 73578 | null | null +10100 | 68431 | null | null +; + + +where before change point +required_capability: change_point + +FROM employees + | KEEP emp_no, salary + | EVAL salary = CASE(emp_no==10022, 100000, salary) + | EVAL salary = CASE(emp_no==10033, 1000000, salary) + | WHERE emp_no < 10025 + | CHANGE_POINT salary ON emp_no AS type, pvalue +; + +emp_no:integer | salary:integer | type:keyword | pvalue:double +10001 | 57305 | null | null +10002 | 56371 | null | null +10003 | 61805 | null | null +10004 | 36174 | null | null +10005 | 63528 | null | null +10006 | 60335 | null | null +10007 | 74572 | null | null +10008 | 43906 | null | null +10009 | 66174 | null | null +10010 | 45797 | null | null +10011 | 31120 | null | null +10012 | 48942 | null | null +10013 | 48735 | null | null +10014 | 37137 | null | null +10015 | 25324 | null | null +10016 | 61358 | null | null +10017 | 58715 | null | null +10018 | 56760 | null | null +10019 | 73717 | null | null +10020 | 40031 | null | null +10021 | 60408 | null | null +10022 | 100000 | spike | 0.0019710754505321004 +10023 | 47896 | null | null +10024 | 64675 | null | null +; + + +where after change point +required_capability: change_point + +FROM employees + | KEEP emp_no, salary + | EVAL salary = CASE(emp_no==10022, 100000, salary) + | EVAL salary = CASE(emp_no==10033, 1000000, salary) + | CHANGE_POINT salary ON emp_no AS type, pvalue + | WHERE emp_no < 10025 +; + +emp_no:integer | salary:integer | type:keyword | pvalue:double +10001 | 57305 | null | null +10002 | 56371 | null | null +10003 | 61805 | null | null +10004 | 36174 | null | null +10005 | 63528 | null | null +10006 | 60335 | null | null +10007 | 74572 | null | null +10008 | 43906 | null | null +10009 | 66174 | null | null +10010 | 45797 | null | null +10011 | 31120 | null | null +10012 | 48942 | null | null +10013 | 48735 | null | null +10014 | 37137 | null | null +10015 | 25324 | null | null +10016 | 61358 | null | null +10017 | 58715 | null | null +10018 | 56760 | null | null +10019 | 73717 | null | null +10020 | 40031 | null | null +10021 | 60408 | null | null +10022 | 100000 | null | null +10023 | 47896 | null | null +10024 | 64675 | null | null +; + + +where with shadowing +required_capability: change_point + +FROM employees + | KEEP emp_no, salary + | EVAL salary=CASE(emp_no==10015, -1000000, salary) + | WHERE emp_no < 10025 + | CHANGE_POINT salary ON emp_no AS type, emp_no + | WHERE emp_no IS NOT NULL + | RENAME emp_no AS pvalue +; + +salary:integer | type:keyword | pvalue:double +-1000000 | dip | 0.0 +; + + +stats after change point +required_capability: change_point + +FROM employees + | KEEP emp_no, salary + | EVAL salary=CASE(emp_no==10042, 1000000, salary) + | CHANGE_POINT salary ON emp_no + | STATS COUNT() by type + | SORT type +; + +COUNT():long | type:keyword +1 | spike +99 | null +; + + +sort/limit before change point +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | SORT count, @timestamp + | LIMIT 22 + | CHANGE_POINT count AS type, pvalue +; + +count:long | @timestamp:datetime | type:keyword | pvalue:double +4 | 2024-05-10T00:00:00.000Z | null | null +4 | 2024-05-10T00:01:00.000Z | null | null +8 | 2024-05-10T00:02:00.000Z | null | null +8 | 2024-05-10T00:03:00.000Z | null | null +5 | 2024-05-10T00:04:00.000Z | null | null +8 | 2024-05-10T00:05:00.000Z | null | null +10 | 2024-05-10T00:06:00.000Z | null | null +5 | 2024-05-10T00:07:00.000Z | null | null +12 | 2024-05-10T00:08:00.000Z | null | null +5 | 2024-05-10T00:10:00.000Z | null | null +7 | 2024-05-10T00:11:00.000Z | null | null +8 | 2024-05-10T00:12:00.000Z | null | null +9 | 2024-05-10T00:13:00.000Z | null | null +9 | 2024-05-10T00:14:00.000Z | null | null +11 | 2024-05-10T00:15:00.000Z | null | null +7 | 2024-05-10T00:16:00.000Z | null | null +15 | 2024-05-10T00:17:00.000Z | null | null +17 | 2024-05-10T00:18:00.000Z | null | null +5 | 2024-05-10T00:19:00.000Z | null | null +10 | 2024-05-10T00:20:00.000Z | null | null +4 | 2024-05-10T00:21:00.000Z | null | null +9 | 2024-05-10T00:22:00.000Z | null | null +; + + +sort after change point +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | EVAL count=count+CASE(@timestamp>="2024-05-10T00:11:00.000Z", 100, 0) + | CHANGE_POINT count AS type, pvalue + | SORT type, count, @timestamp +; + +@timestamp:datetime | count:long | type:keyword | pvalue:double +2024-05-10T00:11:00.000Z | 107 | step_change | 3.0924162021968114E-23 +2024-05-10T00:00:00.000Z | 4 | null | null +2024-05-10T00:01:00.000Z | 4 | null | null +2024-05-10T00:04:00.000Z | 5 | null | null +2024-05-10T00:07:00.000Z | 5 | null | null +2024-05-10T00:10:00.000Z | 5 | null | null +2024-05-10T00:02:00.000Z | 8 | null | null +2024-05-10T00:03:00.000Z | 8 | null | null +2024-05-10T00:05:00.000Z | 8 | null | null +2024-05-10T00:06:00.000Z | 10 | null | null +2024-05-10T00:08:00.000Z | 12 | null | null +2024-05-10T00:09:00.000Z | 20 | null | null +2024-05-10T00:21:00.000Z | 104 | null | null +2024-05-10T00:19:00.000Z | 105 | null | null +2024-05-10T00:16:00.000Z | 107 | null | null +2024-05-10T00:12:00.000Z | 108 | null | null +2024-05-10T00:13:00.000Z | 109 | null | null +2024-05-10T00:14:00.000Z | 109 | null | null +2024-05-10T00:22:00.000Z | 109 | null | null +2024-05-10T00:20:00.000Z | 110 | null | null +2024-05-10T00:15:00.000Z | 111 | null | null +2024-05-10T00:17:00.000Z | 115 | null | null +2024-05-10T00:18:00.000Z | 117 | null | null +; + + +reuse input column names +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | EVAL count=count+CASE(@timestamp=="2024-05-10T00:08:00.000Z", 100, 0) + | CHANGE_POINT count ON @timestamp AS @timestamp, count +; + +@timestamp:keyword | count:double +null | null +null | null +null | null +null | null +null | null +null | null +null | null +null | null +spike | 1.7502597878858522E-193 +null | null +null | null +null | null +null | null +null | null +null | null +null | null +null | null +null | null +null | null +null | null +null | null +null | null +null | null +; + + +reuse value column name twice +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | EVAL count=count+CASE(@timestamp=="2024-05-10T00:08:00.000Z", 100, 0) + | CHANGE_POINT count ON @timestamp AS count, count +; + +@timestamp:datetime | count:double +2024-05-10T00:00:00.000Z | null +2024-05-10T00:01:00.000Z | null +2024-05-10T00:02:00.000Z | null +2024-05-10T00:03:00.000Z | null +2024-05-10T00:04:00.000Z | null +2024-05-10T00:05:00.000Z | null +2024-05-10T00:06:00.000Z | null +2024-05-10T00:07:00.000Z | null +2024-05-10T00:08:00.000Z | 1.7502597878858522E-193 +2024-05-10T00:09:00.000Z | null +2024-05-10T00:10:00.000Z | null +2024-05-10T00:11:00.000Z | null +2024-05-10T00:12:00.000Z | null +2024-05-10T00:13:00.000Z | null +2024-05-10T00:14:00.000Z | null +2024-05-10T00:15:00.000Z | null +2024-05-10T00:16:00.000Z | null +2024-05-10T00:17:00.000Z | null +2024-05-10T00:18:00.000Z | null +2024-05-10T00:19:00.000Z | null +2024-05-10T00:20:00.000Z | null +2024-05-10T00:21:00.000Z | null +2024-05-10T00:22:00.000Z | null +; + + +same key and value column +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY BUCKET(@timestamp, 1 MINUTE) + | KEEP count + | CHANGE_POINT count ON count AS type, pvalue +; + +count:long | type:keyword | pvalue:double +4 | null | null +4 | null | null +4 | null | null +5 | null | null +5 | null | null +5 | null | null +5 | null | null +7 | null | null +7 | null | null +8 | null | null +8 | null | null +8 | null | null +8 | trend_change | 3.793633808495355E-12 +9 | null | null +9 | null | null +9 | null | null +10 | null | null +10 | null | null +11 | null | null +12 | null | null +15 | null | null +17 | null | null +20 | null | null +; + + +all four columns the same +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY BUCKET(@timestamp, 1 MINUTE) + | KEEP count + | CHANGE_POINT count ON count AS count, count +; + +count:double +null +null +null +null +null +null +null +null +null +null +null +null +3.793633808495355E-12 +null +null +null +null +null +null +null +null +null +null +; + + +rename columns +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | EVAL count=count+CASE(@timestamp=="2024-05-10T00:08:00.000Z", 100, 0) + | RENAME count AS count2, @timestamp AS time2 + | CHANGE_POINT count2 ON time2 AS type, pvalue + | RENAME time2 AS time, count2 AS cnt, type AS kind, pvalue AS significance +; + +time:datetime | cnt:long | kind:keyword | significance:double +2024-05-10T00:00:00.000Z | 4 | null | null +2024-05-10T00:01:00.000Z | 4 | null | null +2024-05-10T00:02:00.000Z | 8 | null | null +2024-05-10T00:03:00.000Z | 8 | null | null +2024-05-10T00:04:00.000Z | 5 | null | null +2024-05-10T00:05:00.000Z | 8 | null | null +2024-05-10T00:06:00.000Z | 10 | null | null +2024-05-10T00:07:00.000Z | 5 | null | null +2024-05-10T00:08:00.000Z | 112 | spike | 1.7502597878858522E-193 +2024-05-10T00:09:00.000Z | 20 | null | null +2024-05-10T00:10:00.000Z | 5 | null | null +2024-05-10T00:11:00.000Z | 7 | null | null +2024-05-10T00:12:00.000Z | 8 | null | null +2024-05-10T00:13:00.000Z | 9 | null | null +2024-05-10T00:14:00.000Z | 9 | null | null +2024-05-10T00:15:00.000Z | 11 | null | null +2024-05-10T00:16:00.000Z | 7 | null | null +2024-05-10T00:17:00.000Z | 15 | null | null +2024-05-10T00:18:00.000Z | 17 | null | null +2024-05-10T00:19:00.000Z | 5 | null | null +2024-05-10T00:20:00.000Z | 10 | null | null +2024-05-10T00:21:00.000Z | 4 | null | null +2024-05-10T00:22:00.000Z | 9 | null | null +; + + +null keys +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | EVAL @timestamp=CASE(@timestamp=="2024-05-10T00:04:00.000Z", NULL, @timestamp) + | EVAL @timestamp=CASE(@timestamp=="2024-05-10T00:08:00.000Z", NULL, @timestamp) + | EVAL count=count+CASE(@timestamp<="2024-05-10T00:11:00.000Z", 100, 0) + | CHANGE_POINT count ON @timestamp AS type, pvalue + | SORT @timestamp, count +; + +@timestamp:datetime | count:long | type:keyword | pvalue:double +2024-05-10T00:00:00.000Z | 104 | null | null +2024-05-10T00:01:00.000Z | 104 | null | null +2024-05-10T00:02:00.000Z | 108 | null | null +2024-05-10T00:03:00.000Z | 108 | null | null +2024-05-10T00:05:00.000Z | 108 | null | null +2024-05-10T00:06:00.000Z | 110 | null | null +2024-05-10T00:07:00.000Z | 105 | null | null +2024-05-10T00:09:00.000Z | 120 | null | null +2024-05-10T00:10:00.000Z | 105 | null | null +2024-05-10T00:11:00.000Z | 107 | null | null +2024-05-10T00:12:00.000Z | 8 | step_change | 9.678892139828202E-24 +2024-05-10T00:13:00.000Z | 9 | null | null +2024-05-10T00:14:00.000Z | 9 | null | null +2024-05-10T00:15:00.000Z | 11 | null | null +2024-05-10T00:16:00.000Z | 7 | null | null +2024-05-10T00:17:00.000Z | 15 | null | null +2024-05-10T00:18:00.000Z | 17 | null | null +2024-05-10T00:19:00.000Z | 5 | null | null +2024-05-10T00:20:00.000Z | 10 | null | null +2024-05-10T00:21:00.000Z | 4 | null | null +2024-05-10T00:22:00.000Z | 9 | null | null +null | 5 | null | null +null | 12 | null | null +; + +null values +required_capability: change_point + +FROM k8s + | STATS count=COUNT() BY @timestamp=BUCKET(@timestamp, 1 MINUTE) + | EVAL count=count+CASE(@timestamp>="2024-05-10T00:11:00.000Z", 100, 0) + | EVAL count=CASE(@timestamp=="2024-05-10T00:04:00.000Z", NULL, count) + | CHANGE_POINT count ON @timestamp AS type, pvalue +; + +warning:Line 5:3: warnings during evaluation of [CHANGE_POINT count ON @timestamp AS type, pvalue]. Only first 20 failures recorded. +warning:Line 5:3: java.lang.IllegalArgumentException: values contain nulls; skipping them + +@timestamp:datetime | count:long | type:keyword | pvalue:double +2024-05-10T00:00:00.000Z | 4 | null | null +2024-05-10T00:01:00.000Z | 4 | null | null +2024-05-10T00:02:00.000Z | 8 | null | null +2024-05-10T00:03:00.000Z | 8 | null | null +2024-05-10T00:04:00.000Z | null | null | null +2024-05-10T00:05:00.000Z | 8 | null | null +2024-05-10T00:06:00.000Z | 10 | null | null +2024-05-10T00:07:00.000Z | 5 | null | null +2024-05-10T00:08:00.000Z | 12 | null | null +2024-05-10T00:09:00.000Z | 20 | null | null +2024-05-10T00:10:00.000Z | 5 | null | null +2024-05-10T00:11:00.000Z | 107 | step_change | 3.438939970021414E-22 +2024-05-10T00:12:00.000Z | 108 | null | null +2024-05-10T00:13:00.000Z | 109 | null | null +2024-05-10T00:14:00.000Z | 109 | null | null +2024-05-10T00:15:00.000Z | 111 | null | null +2024-05-10T00:16:00.000Z | 107 | null | null +2024-05-10T00:17:00.000Z | 115 | null | null +2024-05-10T00:18:00.000Z | 117 | null | null +2024-05-10T00:19:00.000Z | 105 | null | null +2024-05-10T00:20:00.000Z | 110 | null | null +2024-05-10T00:21:00.000Z | 104 | null | null +2024-05-10T00:22:00.000Z | 109 | null | null +; + + +multivalued +required_capability: change_point + +FROM employees + | STATS salary=MV_SORT(VALUES(salary)) BY height + | EVAL salary = CASE(height == 1.5, [1, 22222, 33333], salary) + | EVAL salary = CASE(height == 1.63, [43210, -10000, 999999999], salary) + | EVAL salary = CASE(height == 1.8, 999999999, salary) + | CHANGE_POINT salary ON height +; + +warning:Line 6:3: warnings during evaluation of [CHANGE_POINT salary ON height]. Only first 20 failures recorded. +warning:Line 6:3: java.lang.IllegalArgumentException: values contains multivalued entries; skipping them (please consider reducing them with e.g. MV_AVG or MV_SUM) + +height:double | salary:integer | type:keyword | pvalue:double +1.41 | 40031 | null | null +1.42 | [29175, 39110] | null | null +1.44 | [30404, 50128] | null | null +1.45 | 49095 | null | null +1.46 | 39878 | null | null +1.47 | 60408 | null | null +1.48 | 44307 | null | null +1.5 | [1, 22222, 33333] | null | null +1.51 | 28035 | null | null +1.52 | [34341, 37853, 42716, 50064] | null | null +1.53 | [35222, 71165, 73851] | null | null +1.54 | 61358 | null | null +1.55 | [36051, 37702] | null | null +1.56 | 60335 | null | null +1.57 | [33370, 43602] | null | null +1.58 | [28941, 54462] | null | null +1.59 | [27215, 32263, 50249] | null | null +1.61 | [49818, 60781] | null | null +1.63 | [43210, -10000, 999999999] | null | null +1.64 | 38992 | null | null +1.66 | [25324, 32568] | null | null +1.68 | [37716, 46595] | null | null +1.69 | 45656 | null | null +1.7 | [45797, 65030, 74572, 74970] | null | null +1.74 | [32272, 58715, 68547] | null | null +1.75 | [25976, 47896, 56415] | null | null +1.77 | [41933, 52044, 54329, 68431] | null | null +1.78 | [36174, 52121] | null | null +1.79 | 55360 | null | null +1.8 | 999999999 | spike | 0.0 +1.81 | [25945, 69904, 73578] | null | null +1.82 | [48233, 54518, 65367] | null | null +1.83 | [38376, 61805, 62405] | null | null +1.85 | 66174 | null | null +1.87 | 47411 | null | null +1.89 | 58121 | null | null +1.9 | 37112 | null | null +1.91 | 39638 | null | null +1.92 | 67492 | null | null +1.93 | 33956 | null | null +1.94 | [43889, 48735, 51956] | null | null +1.96 | 43026 | null | null +1.97 | [48942, 56760] | null | null +1.99 | [37137, 74999] | null | null +2.0 | [26436, 37691, 44817] | null | null +2.01 | 35742 | null | null +2.03 | [44956, 57305] | null | null +2.04 | 49281 | null | null +2.05 | 63528 | null | null +2.06 | [39728, 73717] | null | null +2.07 | [39356, 40612] | null | null +2.08 | [56371, 64675] | null | null +2.09 | 38645 | null | null +2.1 | [28336, 31897, 43906, 62233, 66817] | null | null +; + + +multivalued with MV_AVG +required_capability: change_point + +FROM employees + | STATS salary=MV_SORT(VALUES(salary)) BY height + | EVAL salary = CASE(height == 1.5, [1, 22222, 33333], salary) + | EVAL salary = CASE(height == 1.63, [43210, -10000, 999999999], salary) + | EVAL salary = MV_AVG(salary) + | CHANGE_POINT salary ON height +; + +height:double | salary:double | type:keyword | pvalue:double +1.41 | 40031.0 | null | null +1.42 | 34142.5 | null | null +1.44 | 40266.0 | null | null +1.45 | 49095.0 | null | null +1.46 | 39878.0 | null | null +1.47 | 60408.0 | null | null +1.48 | 44307.0 | null | null +1.5 | 18518.666666666668 | null | null +1.51 | 28035.0 | null | null +1.52 | 41243.5 | null | null +1.53 | 60079.333333333336 | null | null +1.54 | 61358.0 | null | null +1.55 | 36876.5 | null | null +1.56 | 60335.0 | null | null +1.57 | 38486.0 | null | null +1.58 | 41701.5 | null | null +1.59 | 36575.666666666664 | null | null +1.61 | 55299.5 | null | null +1.63 | 3.33344403E8 | spike | 0.0 +1.64 | 38992.0 | null | null +1.66 | 28946.0 | null | null +1.68 | 42155.5 | null | null +1.69 | 45656.0 | null | null +1.7 | 65092.25 | null | null +1.74 | 53178.0 | null | null +1.75 | 43429.0 | null | null +1.77 | 54184.25 | null | null +1.78 | 44147.5 | null | null +1.79 | 55360.0 | null | null +1.8 | 52833.0 | null | null +1.81 | 56475.666666666664 | null | null +1.82 | 56039.333333333336 | null | null +1.83 | 54195.333333333336 | null | null +1.85 | 66174.0 | null | null +1.87 | 47411.0 | null | null +1.89 | 58121.0 | null | null +1.9 | 37112.0 | null | null +1.91 | 39638.0 | null | null +1.92 | 67492.0 | null | null +1.93 | 33956.0 | null | null +1.94 | 48193.333333333336 | null | null +1.96 | 43026.0 | null | null +1.97 | 52851.0 | null | null +1.99 | 56068.0 | null | null +2.0 | 36314.666666666664 | null | null +2.01 | 35742.0 | null | null +2.03 | 51130.5 | null | null +2.04 | 49281.0 | null | null +2.05 | 63528.0 | null | null +2.06 | 56722.5 | null | null +2.07 | 39984.0 | null | null +2.08 | 60523.0 | null | null +2.09 | 38645.0 | null | null +2.1 | 46637.8 | null | null +; + + +too much data (change point inside limit) +required_capability: change_point + +ROW key1=["A","B","C","D","E","F","G","H","I","J","K","L","M"], + key2=["0","1","2","3","4","5","6","7","8","9"], + key3=["0","1","2","3","4","5","6","7","8","9"] + | MV_EXPAND key1 + | MV_EXPAND key2 + | MV_EXPAND key3 + | EVAL key=CONCAT(key1,key2,key3) + | EVAL value=CASE(key >= "I42", 1000, 1) + | KEEP key, value + | CHANGE_POINT value ON key AS type, pvalue + | WHERE type IS NOT NULL +; + +warning:Line 10:3: warnings during evaluation of [CHANGE_POINT value ON key AS type, pvalue]. Only first 20 failures recorded. +warning:Line 10:3: java.lang.IllegalArgumentException: too many values; keeping only first 1000 values + +key:keyword | value:integer | type:keyword | pvalue:double +I42 | 1000 | step_change | 0.0 +; + + +too much data (change point outside limit) +required_capability: change_point + +ROW key1=["A","B","C","D","E","F","G","H","I","J","K","L","M"], + key2=["0","1","2","3","4","5","6","7","8","9"], + key3=["0","1","2","3","4","5","6","7","8","9"] + | MV_EXPAND key1 + | MV_EXPAND key2 + | MV_EXPAND key3 + | EVAL key=CONCAT(key1,key2,key3) + | EVAL value=CASE(key >= "L42", 1000, 1) + | KEEP key, value + | CHANGE_POINT value ON key AS type, pvalue + | WHERE type IS NOT NULL +; + +warning:Line 10:3: warnings during evaluation of [CHANGE_POINT value ON key AS type, pvalue]. Only first 20 failures recorded. +warning:Line 10:3: java.lang.IllegalArgumentException: too many values; keeping only first 1000 values + +key:keyword | value:integer | type:keyword | pvalue:double +; + + +too much data (assert output size) +required_capability: change_point + +ROW key1=["A","B","C","D","E","F","G","H","I","J","K","L","M"], + key2=["0","1","2","3","4","5","6","7","8","9"], + key3=["0","1","2","3","4","5","6","7","8","9"] + | MV_EXPAND key1 + | MV_EXPAND key2 + | MV_EXPAND key3 + | EVAL key=CONCAT(key1,key2,key3) + | EVAL value=CASE(key >= "I42", 1000, 1) + | KEEP key, value + | CHANGE_POINT value ON key AS type, pvalue + | STATS count=COUNT() +; + +warning:Line 10:3: warnings during evaluation of [CHANGE_POINT value ON key AS type, pvalue]. Only first 20 failures recorded. +warning:Line 10:3: java.lang.IllegalArgumentException: too many values; keeping only first 1000 values + +count:LONG +1000 +; + + +detect trend_change (using row) +required_capability: change_point + +ROW time = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25] + | MV_EXPAND time + | EVAL val = ABS(15-time) + | CHANGE_POINT val ON time +; + +time:integer | val:integer | type:keyword | pvalue:double +1 | 14 | null | null +2 | 13 | null | null +3 | 12 | null | null +4 | 11 | null | null +5 | 10 | null | null +6 | 9 | null | null +7 | 8 | null | null +8 | 7 | null | null +9 | 6 | null | null +10 | 5 | null | null +11 | 4 | null | null +12 | 3 | null | null +13 | 2 | null | null +14 | 1 | null | null +15 | 0 | trend_change | 1.2352704486638883E-112 +16 | 1 | null | null +17 | 2 | null | null +18 | 3 | null | null +19 | 4 | null | null +20 | 5 | null | null +21 | 6 | null | null +22 | 7 | null | null +23 | 8 | null | null +24 | 9 | null | null +25 | 10 | null | null +; + + +keys null column +required_capability: change_point + +ROW key=NULL, value=[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1] + | MV_EXPAND value + | CHANGE_POINT value ON key +; + +key:null | value:integer | type:keyword | pvalue:double +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +null | 1 | null | null +; + + +values null column +required_capability: change_point + +ROW time=[7,13,12,17,14,5,16,10,19,18,20,2,3,21,25,4,22,15,6,23,9,11,1,8,24], values=NULL::INTEGER + | MV_EXPAND time + | CHANGE_POINT values ON time +; + +warning: Line 3:3: evaluation of [CHANGE_POINT values ON time] failed, treating result as null. Only first 20 failures recorded. +warning: Line 3:3: java.lang.IllegalArgumentException: not enough buckets to calculate change_point. Requires at least [22]; found [0] +warning: Line 3:3: java.lang.IllegalArgumentException: values contain nulls; skipping them + +time:integer | values:integer | type:keyword | pvalue:double +1 | null | null | null +2 | null | null | null +3 | null | null | null +4 | null | null | null +5 | null | null | null +6 | null | null | null +7 | null | null | null +8 | null | null | null +9 | null | null | null +10 | null | null | null +11 | null | null | null +12 | null | null | null +13 | null | null | null +14 | null | null | null +15 | null | null | null +16 | null | null | null +17 | null | null | null +18 | null | null | null +19 | null | null | null +20 | null | null | null +21 | null | null | null +22 | null | null | null +23 | null | null | null +24 | null | null | null +25 | null | null | null +; + + +row with integer key and value +required_capability: change_point + +ROW key=[7,13,12,17,14,5,16,10,19,18,20,2,3,21,25,4,22,15,6,23,9,11,1,8,24] + | MV_EXPAND key + | EVAL value=CASE(key<13, 0, 1) + | CHANGE_POINT value ON key + | WHERE type IS NOT NULL +; + +key:integer | value:integer | type:keyword | pvalue:double +13 | 1 | step_change | 0.0 +; + + +row with long key and value +required_capability: change_point + +ROW key=[7,13,12,17,14,5,16,10,19,18,20,2,3,21,25,4,22,15,6,23,9,11,1,8,24] + | MV_EXPAND key + | EVAL key=TO_LONG(key), value=CASE(key<13, 0::LONG, 1::LONG) + | CHANGE_POINT value ON key + | WHERE type IS NOT NULL +; + +key:long | value:long | type:keyword | pvalue:double +13 | 1 | step_change | 0.0 +; + + +row with double key and value +required_capability: change_point + +ROW key=[7,13,12,17,14,5,16,10,19,18,20,2,3,21,25,4,22,15,6,23,9,11,1,8,24] + | MV_EXPAND key + | EVAL key=TO_DOUBLE(key), value=CASE(key<13, 0::DOUBLE, 1::DOUBLE) + | CHANGE_POINT value ON key + | WHERE type IS NOT NULL +; + +key:double | value:double | type:keyword | pvalue:double +13 | 1 | step_change | 0.0 +; + + +row with string key +required_capability: change_point + +ROW key=["23","17","02","06","01","21","12","15","19","07","11","05","24","04","10","14","13","22","09","18","20","08","25","16","03"] + | MV_EXPAND key + | EVAL value=CASE(key<"13", 0, 1) + | CHANGE_POINT value ON key + | WHERE type IS NOT NULL +; + +key:string | value:integer | type:keyword | pvalue:double +13 | 1 | step_change | 0.0 +; + + +row with datetime key +required_capability: change_point + +ROW key=[7,13,12,17,14,5,16,10,19,18,20,2,3,21,25,4,22,15,6,23,9,11,1,8,24] + | MV_EXPAND key + | EVAL key=TO_DATETIME(key), value=CASE(key<"1970-01-01T00:00:00.013Z", 0, 1) + | CHANGE_POINT value ON key + | WHERE type IS NOT NULL +; + +key:datetime | value:integer | type:keyword | pvalue:double +1970-01-01T00:00:00.013Z | 1 | step_change | 0.0 +; + + +row with ip key +required_capability: change_point + +ROW key=[7,13,12,17,14,5,16,10,19,18,20,2,3,21,25,4,22,15,6,23,9,11,1,8,24] + | MV_EXPAND key + | EVAL key=TO_STRING(key), key=TO_IP(CONCAT(key,".",key,".",key,".",key)), value=CASE(key<"13.13.13.13", 0, 1) + | CHANGE_POINT value ON key + | WHERE type IS NOT NULL +; + +key:ip | value:integer | type:keyword | pvalue:double +13.13.13.13 | 1 | step_change | 0.0 +; + + +row with version key +required_capability: change_point + +ROW key=[7,13,12,17,14,5,16,10,19,18,20,2,3,21,25,4,22,15,6,23,9,11,1,8,24] + | MV_EXPAND key + | EVAL key=TO_STRING(key), key=TO_VERSION(CONCAT(key,".",key,".",key)), value=CASE(key<"13.13.13", 0, 1) + | CHANGE_POINT value ON key + | WHERE type IS NOT NULL +; + +key:version | value:integer | type:keyword | pvalue:double +13.13.13 | 1 | step_change | 0.0 +; + + +row with boolean key +required_capability: change_point + +ROW key=[1,0,1,1,1,1,1,0,0,0,1,1,0,0,0,1,1,1,0,0,1,0,0,0,1] + | MV_EXPAND key + | EVAL key=TO_BOOLEAN(key), value=CASE(key==false, 0, 1) + | CHANGE_POINT value ON key +; + +key:boolean | value:integer | type:keyword | pvalue:double +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +false | 0 | null | null +true | 1 | step_change | 0.0 +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +true | 1 | null | null +; + + +example for docs +required_capability: change_point + +// tag::changePointForDocs[] +ROW key=[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25] +| MV_EXPAND key +| EVAL value = CASE(key<13, 0, 42) +| CHANGE_POINT value ON key +| WHERE type IS NOT NULL +// end::changePointForDocs[] +; + +// tag::changePointForDocs-result[] +key:integer | value:integer | type:keyword | pvalue:double +13 | 42 | step_change | 0.0 +// end::changePointForDocs-result[] +; diff --git a/x-pack/plugin/esql/src/main/antlr/EsqlBaseLexer.g4 b/x-pack/plugin/esql/src/main/antlr/EsqlBaseLexer.g4 index 655eb7eb27430..225d0c41fd822 100644 --- a/x-pack/plugin/esql/src/main/antlr/EsqlBaseLexer.g4 +++ b/x-pack/plugin/esql/src/main/antlr/EsqlBaseLexer.g4 @@ -74,6 +74,7 @@ SORT : 'sort' -> pushMode(EXPRESSION_MODE); STATS : 'stats' -> pushMode(EXPRESSION_MODE); WHERE : 'where' -> pushMode(EXPRESSION_MODE); JOIN_LOOKUP : 'lookup' -> pushMode(JOIN_MODE); +CHANGE_POINT : 'change_point' -> pushMode(CHANGE_POINT_MODE); // // in development // @@ -85,13 +86,13 @@ JOIN_LOOKUP : 'lookup' -> pushMode(JOIN_MODE); // Once the command has been stabilized, remove the DEV_ prefix and the {}? conditional and move the command to the // main section while preserving alphabetical order: // MYCOMMAND : 'mycommand' -> ... -DEV_INLINESTATS : {this.isDevVersion()}? 'inlinestats' -> pushMode(EXPRESSION_MODE); -DEV_LOOKUP : {this.isDevVersion()}? 'lookup_🐔' -> pushMode(LOOKUP_MODE); -DEV_METRICS : {this.isDevVersion()}? 'metrics' -> pushMode(METRICS_MODE); +DEV_INLINESTATS : {this.isDevVersion()}? 'inlinestats' -> pushMode(EXPRESSION_MODE); +DEV_LOOKUP : {this.isDevVersion()}? 'lookup_🐔' -> pushMode(LOOKUP_MODE); +DEV_METRICS : {this.isDevVersion()}? 'metrics' -> pushMode(METRICS_MODE); // list of all JOIN commands -DEV_JOIN_FULL : {this.isDevVersion()}? 'full' -> pushMode(JOIN_MODE); -DEV_JOIN_LEFT : {this.isDevVersion()}? 'left' -> pushMode(JOIN_MODE); -DEV_JOIN_RIGHT : {this.isDevVersion()}? 'right' -> pushMode(JOIN_MODE); +DEV_JOIN_FULL : {this.isDevVersion()}? 'full' -> pushMode(JOIN_MODE); +DEV_JOIN_LEFT : {this.isDevVersion()}? 'left' -> pushMode(JOIN_MODE); +DEV_JOIN_RIGHT : {this.isDevVersion()}? 'right' -> pushMode(JOIN_MODE); // @@ -658,3 +659,19 @@ CLOSING_METRICS_BY CLOSING_METRICS_PIPE : PIPE -> type(PIPE), popMode ; + +/// +/// CHANGE_POINT command +/// +mode CHANGE_POINT_MODE; + +CHANGE_POINT_PIPE : PIPE -> type(PIPE), popMode; +CHANGE_POINT_ON : ON -> type(ON); +CHANGE_POINT_AS : AS -> type(AS); +CHANGE_POINT_DOT: DOT -> type(DOT); +CHANGE_POINT_COMMA: COMMA -> type(COMMA); +CHANGE_POINT_QUOTED_IDENTIFIER: QUOTED_IDENTIFIER -> type(QUOTED_IDENTIFIER); +CHANGE_POINT_UNQUOTED_IDENTIFIER: UNQUOTED_IDENTIFIER -> type(UNQUOTED_IDENTIFIER); +CHANGE_POINT_LINE_COMMENT: LINE_COMMENT -> channel(HIDDEN); +CHANGE_POINT_MULTILINE_COMMENT: MULTILINE_COMMENT -> channel(HIDDEN); +CHANGE_POINT_WS: WS -> channel(HIDDEN); diff --git a/x-pack/plugin/esql/src/main/antlr/EsqlBaseLexer.tokens b/x-pack/plugin/esql/src/main/antlr/EsqlBaseLexer.tokens index fbd554c0fad6f..550101b0dc3b7 100644 --- a/x-pack/plugin/esql/src/main/antlr/EsqlBaseLexer.tokens +++ b/x-pack/plugin/esql/src/main/antlr/EsqlBaseLexer.tokens @@ -15,121 +15,125 @@ SORT=14 STATS=15 WHERE=16 JOIN_LOOKUP=17 -DEV_INLINESTATS=18 -DEV_LOOKUP=19 -DEV_METRICS=20 -DEV_JOIN_FULL=21 -DEV_JOIN_LEFT=22 -DEV_JOIN_RIGHT=23 -UNKNOWN_CMD=24 -LINE_COMMENT=25 -MULTILINE_COMMENT=26 -WS=27 -PIPE=28 -QUOTED_STRING=29 -INTEGER_LITERAL=30 -DECIMAL_LITERAL=31 -BY=32 -AND=33 -ASC=34 -ASSIGN=35 -CAST_OP=36 -COLON=37 -COMMA=38 -DESC=39 -DOT=40 -FALSE=41 -FIRST=42 -IN=43 -IS=44 -LAST=45 -LIKE=46 -LP=47 -NOT=48 -NULL=49 -NULLS=50 -OR=51 -PARAM=52 -RLIKE=53 -RP=54 -TRUE=55 -EQ=56 -CIEQ=57 -NEQ=58 -LT=59 -LTE=60 -GT=61 -GTE=62 -PLUS=63 -MINUS=64 -ASTERISK=65 -SLASH=66 -PERCENT=67 -LEFT_BRACES=68 -RIGHT_BRACES=69 -DOUBLE_PARAMS=70 -NAMED_OR_POSITIONAL_PARAM=71 -NAMED_OR_POSITIONAL_DOUBLE_PARAMS=72 -OPENING_BRACKET=73 -CLOSING_BRACKET=74 -UNQUOTED_IDENTIFIER=75 -QUOTED_IDENTIFIER=76 -EXPR_LINE_COMMENT=77 -EXPR_MULTILINE_COMMENT=78 -EXPR_WS=79 -EXPLAIN_WS=80 -EXPLAIN_LINE_COMMENT=81 -EXPLAIN_MULTILINE_COMMENT=82 -METADATA=83 -UNQUOTED_SOURCE=84 -FROM_LINE_COMMENT=85 -FROM_MULTILINE_COMMENT=86 -FROM_WS=87 -ID_PATTERN=88 -PROJECT_LINE_COMMENT=89 -PROJECT_MULTILINE_COMMENT=90 -PROJECT_WS=91 -AS=92 -RENAME_LINE_COMMENT=93 -RENAME_MULTILINE_COMMENT=94 -RENAME_WS=95 -ON=96 -WITH=97 -ENRICH_POLICY_NAME=98 -ENRICH_LINE_COMMENT=99 -ENRICH_MULTILINE_COMMENT=100 -ENRICH_WS=101 -ENRICH_FIELD_LINE_COMMENT=102 -ENRICH_FIELD_MULTILINE_COMMENT=103 -ENRICH_FIELD_WS=104 -MVEXPAND_LINE_COMMENT=105 -MVEXPAND_MULTILINE_COMMENT=106 -MVEXPAND_WS=107 -INFO=108 -SHOW_LINE_COMMENT=109 -SHOW_MULTILINE_COMMENT=110 -SHOW_WS=111 -SETTING=112 -SETTING_LINE_COMMENT=113 -SETTTING_MULTILINE_COMMENT=114 -SETTING_WS=115 -LOOKUP_LINE_COMMENT=116 -LOOKUP_MULTILINE_COMMENT=117 -LOOKUP_WS=118 -LOOKUP_FIELD_LINE_COMMENT=119 -LOOKUP_FIELD_MULTILINE_COMMENT=120 -LOOKUP_FIELD_WS=121 -JOIN=122 -USING=123 -JOIN_LINE_COMMENT=124 -JOIN_MULTILINE_COMMENT=125 -JOIN_WS=126 -METRICS_LINE_COMMENT=127 -METRICS_MULTILINE_COMMENT=128 -METRICS_WS=129 -CLOSING_METRICS_LINE_COMMENT=130 -CLOSING_METRICS_MULTILINE_COMMENT=131 -CLOSING_METRICS_WS=132 +CHANGE_POINT=18 +DEV_INLINESTATS=19 +DEV_LOOKUP=20 +DEV_METRICS=21 +DEV_JOIN_FULL=22 +DEV_JOIN_LEFT=23 +DEV_JOIN_RIGHT=24 +UNKNOWN_CMD=25 +LINE_COMMENT=26 +MULTILINE_COMMENT=27 +WS=28 +PIPE=29 +QUOTED_STRING=30 +INTEGER_LITERAL=31 +DECIMAL_LITERAL=32 +BY=33 +AND=34 +ASC=35 +ASSIGN=36 +CAST_OP=37 +COLON=38 +COMMA=39 +DESC=40 +DOT=41 +FALSE=42 +FIRST=43 +IN=44 +IS=45 +LAST=46 +LIKE=47 +LP=48 +NOT=49 +NULL=50 +NULLS=51 +OR=52 +PARAM=53 +RLIKE=54 +RP=55 +TRUE=56 +EQ=57 +CIEQ=58 +NEQ=59 +LT=60 +LTE=61 +GT=62 +GTE=63 +PLUS=64 +MINUS=65 +ASTERISK=66 +SLASH=67 +PERCENT=68 +LEFT_BRACES=69 +RIGHT_BRACES=70 +DOUBLE_PARAMS=71 +NAMED_OR_POSITIONAL_PARAM=72 +NAMED_OR_POSITIONAL_DOUBLE_PARAMS=73 +OPENING_BRACKET=74 +CLOSING_BRACKET=75 +UNQUOTED_IDENTIFIER=76 +QUOTED_IDENTIFIER=77 +EXPR_LINE_COMMENT=78 +EXPR_MULTILINE_COMMENT=79 +EXPR_WS=80 +EXPLAIN_WS=81 +EXPLAIN_LINE_COMMENT=82 +EXPLAIN_MULTILINE_COMMENT=83 +METADATA=84 +UNQUOTED_SOURCE=85 +FROM_LINE_COMMENT=86 +FROM_MULTILINE_COMMENT=87 +FROM_WS=88 +ID_PATTERN=89 +PROJECT_LINE_COMMENT=90 +PROJECT_MULTILINE_COMMENT=91 +PROJECT_WS=92 +AS=93 +RENAME_LINE_COMMENT=94 +RENAME_MULTILINE_COMMENT=95 +RENAME_WS=96 +ON=97 +WITH=98 +ENRICH_POLICY_NAME=99 +ENRICH_LINE_COMMENT=100 +ENRICH_MULTILINE_COMMENT=101 +ENRICH_WS=102 +ENRICH_FIELD_LINE_COMMENT=103 +ENRICH_FIELD_MULTILINE_COMMENT=104 +ENRICH_FIELD_WS=105 +MVEXPAND_LINE_COMMENT=106 +MVEXPAND_MULTILINE_COMMENT=107 +MVEXPAND_WS=108 +INFO=109 +SHOW_LINE_COMMENT=110 +SHOW_MULTILINE_COMMENT=111 +SHOW_WS=112 +SETTING=113 +SETTING_LINE_COMMENT=114 +SETTTING_MULTILINE_COMMENT=115 +SETTING_WS=116 +LOOKUP_LINE_COMMENT=117 +LOOKUP_MULTILINE_COMMENT=118 +LOOKUP_WS=119 +LOOKUP_FIELD_LINE_COMMENT=120 +LOOKUP_FIELD_MULTILINE_COMMENT=121 +LOOKUP_FIELD_WS=122 +JOIN=123 +USING=124 +JOIN_LINE_COMMENT=125 +JOIN_MULTILINE_COMMENT=126 +JOIN_WS=127 +METRICS_LINE_COMMENT=128 +METRICS_MULTILINE_COMMENT=129 +METRICS_WS=130 +CLOSING_METRICS_LINE_COMMENT=131 +CLOSING_METRICS_MULTILINE_COMMENT=132 +CLOSING_METRICS_WS=133 +CHANGE_POINT_LINE_COMMENT=134 +CHANGE_POINT_MULTILINE_COMMENT=135 +CHANGE_POINT_WS=136 'dissect'=1 'drop'=2 'enrich'=3 @@ -147,51 +151,52 @@ CLOSING_METRICS_WS=132 'stats'=15 'where'=16 'lookup'=17 -'|'=28 -'by'=32 -'and'=33 -'asc'=34 -'='=35 -'::'=36 -':'=37 -','=38 -'desc'=39 -'.'=40 -'false'=41 -'first'=42 -'in'=43 -'is'=44 -'last'=45 -'like'=46 -'('=47 -'not'=48 -'null'=49 -'nulls'=50 -'or'=51 -'?'=52 -'rlike'=53 -')'=54 -'true'=55 -'=='=56 -'=~'=57 -'!='=58 -'<'=59 -'<='=60 -'>'=61 -'>='=62 -'+'=63 -'-'=64 -'*'=65 -'/'=66 -'%'=67 -'{'=68 -'}'=69 -'??'=70 -']'=74 -'metadata'=83 -'as'=92 -'on'=96 -'with'=97 -'info'=108 -'join'=122 -'USING'=123 +'change_point'=18 +'|'=29 +'by'=33 +'and'=34 +'asc'=35 +'='=36 +'::'=37 +':'=38 +','=39 +'desc'=40 +'.'=41 +'false'=42 +'first'=43 +'in'=44 +'is'=45 +'last'=46 +'like'=47 +'('=48 +'not'=49 +'null'=50 +'nulls'=51 +'or'=52 +'?'=53 +'rlike'=54 +')'=55 +'true'=56 +'=='=57 +'=~'=58 +'!='=59 +'<'=60 +'<='=61 +'>'=62 +'>='=63 +'+'=64 +'-'=65 +'*'=66 +'/'=67 +'%'=68 +'{'=69 +'}'=70 +'??'=71 +']'=75 +'metadata'=84 +'as'=93 +'on'=97 +'with'=98 +'info'=109 +'join'=123 +'USING'=124 diff --git a/x-pack/plugin/esql/src/main/antlr/EsqlBaseParser.g4 b/x-pack/plugin/esql/src/main/antlr/EsqlBaseParser.g4 index 22541bbbc67d7..cba3d0fa9e377 100644 --- a/x-pack/plugin/esql/src/main/antlr/EsqlBaseParser.g4 +++ b/x-pack/plugin/esql/src/main/antlr/EsqlBaseParser.g4 @@ -52,6 +52,7 @@ processingCommand | enrichCommand | mvExpandCommand | joinCommand + | changePointCommand // in development | {this.isDevVersion()}? inlinestatsCommand | {this.isDevVersion()}? lookupCommand @@ -335,6 +336,10 @@ enrichWithClause : (newName=qualifiedNamePattern ASSIGN)? enrichField=qualifiedNamePattern ; +changePointCommand + : CHANGE_POINT value=qualifiedName (ON key=qualifiedName)? (AS targetType=qualifiedName COMMA targetPvalue=qualifiedName)? + ; + // // In development // diff --git a/x-pack/plugin/esql/src/main/antlr/EsqlBaseParser.tokens b/x-pack/plugin/esql/src/main/antlr/EsqlBaseParser.tokens index fbd554c0fad6f..550101b0dc3b7 100644 --- a/x-pack/plugin/esql/src/main/antlr/EsqlBaseParser.tokens +++ b/x-pack/plugin/esql/src/main/antlr/EsqlBaseParser.tokens @@ -15,121 +15,125 @@ SORT=14 STATS=15 WHERE=16 JOIN_LOOKUP=17 -DEV_INLINESTATS=18 -DEV_LOOKUP=19 -DEV_METRICS=20 -DEV_JOIN_FULL=21 -DEV_JOIN_LEFT=22 -DEV_JOIN_RIGHT=23 -UNKNOWN_CMD=24 -LINE_COMMENT=25 -MULTILINE_COMMENT=26 -WS=27 -PIPE=28 -QUOTED_STRING=29 -INTEGER_LITERAL=30 -DECIMAL_LITERAL=31 -BY=32 -AND=33 -ASC=34 -ASSIGN=35 -CAST_OP=36 -COLON=37 -COMMA=38 -DESC=39 -DOT=40 -FALSE=41 -FIRST=42 -IN=43 -IS=44 -LAST=45 -LIKE=46 -LP=47 -NOT=48 -NULL=49 -NULLS=50 -OR=51 -PARAM=52 -RLIKE=53 -RP=54 -TRUE=55 -EQ=56 -CIEQ=57 -NEQ=58 -LT=59 -LTE=60 -GT=61 -GTE=62 -PLUS=63 -MINUS=64 -ASTERISK=65 -SLASH=66 -PERCENT=67 -LEFT_BRACES=68 -RIGHT_BRACES=69 -DOUBLE_PARAMS=70 -NAMED_OR_POSITIONAL_PARAM=71 -NAMED_OR_POSITIONAL_DOUBLE_PARAMS=72 -OPENING_BRACKET=73 -CLOSING_BRACKET=74 -UNQUOTED_IDENTIFIER=75 -QUOTED_IDENTIFIER=76 -EXPR_LINE_COMMENT=77 -EXPR_MULTILINE_COMMENT=78 -EXPR_WS=79 -EXPLAIN_WS=80 -EXPLAIN_LINE_COMMENT=81 -EXPLAIN_MULTILINE_COMMENT=82 -METADATA=83 -UNQUOTED_SOURCE=84 -FROM_LINE_COMMENT=85 -FROM_MULTILINE_COMMENT=86 -FROM_WS=87 -ID_PATTERN=88 -PROJECT_LINE_COMMENT=89 -PROJECT_MULTILINE_COMMENT=90 -PROJECT_WS=91 -AS=92 -RENAME_LINE_COMMENT=93 -RENAME_MULTILINE_COMMENT=94 -RENAME_WS=95 -ON=96 -WITH=97 -ENRICH_POLICY_NAME=98 -ENRICH_LINE_COMMENT=99 -ENRICH_MULTILINE_COMMENT=100 -ENRICH_WS=101 -ENRICH_FIELD_LINE_COMMENT=102 -ENRICH_FIELD_MULTILINE_COMMENT=103 -ENRICH_FIELD_WS=104 -MVEXPAND_LINE_COMMENT=105 -MVEXPAND_MULTILINE_COMMENT=106 -MVEXPAND_WS=107 -INFO=108 -SHOW_LINE_COMMENT=109 -SHOW_MULTILINE_COMMENT=110 -SHOW_WS=111 -SETTING=112 -SETTING_LINE_COMMENT=113 -SETTTING_MULTILINE_COMMENT=114 -SETTING_WS=115 -LOOKUP_LINE_COMMENT=116 -LOOKUP_MULTILINE_COMMENT=117 -LOOKUP_WS=118 -LOOKUP_FIELD_LINE_COMMENT=119 -LOOKUP_FIELD_MULTILINE_COMMENT=120 -LOOKUP_FIELD_WS=121 -JOIN=122 -USING=123 -JOIN_LINE_COMMENT=124 -JOIN_MULTILINE_COMMENT=125 -JOIN_WS=126 -METRICS_LINE_COMMENT=127 -METRICS_MULTILINE_COMMENT=128 -METRICS_WS=129 -CLOSING_METRICS_LINE_COMMENT=130 -CLOSING_METRICS_MULTILINE_COMMENT=131 -CLOSING_METRICS_WS=132 +CHANGE_POINT=18 +DEV_INLINESTATS=19 +DEV_LOOKUP=20 +DEV_METRICS=21 +DEV_JOIN_FULL=22 +DEV_JOIN_LEFT=23 +DEV_JOIN_RIGHT=24 +UNKNOWN_CMD=25 +LINE_COMMENT=26 +MULTILINE_COMMENT=27 +WS=28 +PIPE=29 +QUOTED_STRING=30 +INTEGER_LITERAL=31 +DECIMAL_LITERAL=32 +BY=33 +AND=34 +ASC=35 +ASSIGN=36 +CAST_OP=37 +COLON=38 +COMMA=39 +DESC=40 +DOT=41 +FALSE=42 +FIRST=43 +IN=44 +IS=45 +LAST=46 +LIKE=47 +LP=48 +NOT=49 +NULL=50 +NULLS=51 +OR=52 +PARAM=53 +RLIKE=54 +RP=55 +TRUE=56 +EQ=57 +CIEQ=58 +NEQ=59 +LT=60 +LTE=61 +GT=62 +GTE=63 +PLUS=64 +MINUS=65 +ASTERISK=66 +SLASH=67 +PERCENT=68 +LEFT_BRACES=69 +RIGHT_BRACES=70 +DOUBLE_PARAMS=71 +NAMED_OR_POSITIONAL_PARAM=72 +NAMED_OR_POSITIONAL_DOUBLE_PARAMS=73 +OPENING_BRACKET=74 +CLOSING_BRACKET=75 +UNQUOTED_IDENTIFIER=76 +QUOTED_IDENTIFIER=77 +EXPR_LINE_COMMENT=78 +EXPR_MULTILINE_COMMENT=79 +EXPR_WS=80 +EXPLAIN_WS=81 +EXPLAIN_LINE_COMMENT=82 +EXPLAIN_MULTILINE_COMMENT=83 +METADATA=84 +UNQUOTED_SOURCE=85 +FROM_LINE_COMMENT=86 +FROM_MULTILINE_COMMENT=87 +FROM_WS=88 +ID_PATTERN=89 +PROJECT_LINE_COMMENT=90 +PROJECT_MULTILINE_COMMENT=91 +PROJECT_WS=92 +AS=93 +RENAME_LINE_COMMENT=94 +RENAME_MULTILINE_COMMENT=95 +RENAME_WS=96 +ON=97 +WITH=98 +ENRICH_POLICY_NAME=99 +ENRICH_LINE_COMMENT=100 +ENRICH_MULTILINE_COMMENT=101 +ENRICH_WS=102 +ENRICH_FIELD_LINE_COMMENT=103 +ENRICH_FIELD_MULTILINE_COMMENT=104 +ENRICH_FIELD_WS=105 +MVEXPAND_LINE_COMMENT=106 +MVEXPAND_MULTILINE_COMMENT=107 +MVEXPAND_WS=108 +INFO=109 +SHOW_LINE_COMMENT=110 +SHOW_MULTILINE_COMMENT=111 +SHOW_WS=112 +SETTING=113 +SETTING_LINE_COMMENT=114 +SETTTING_MULTILINE_COMMENT=115 +SETTING_WS=116 +LOOKUP_LINE_COMMENT=117 +LOOKUP_MULTILINE_COMMENT=118 +LOOKUP_WS=119 +LOOKUP_FIELD_LINE_COMMENT=120 +LOOKUP_FIELD_MULTILINE_COMMENT=121 +LOOKUP_FIELD_WS=122 +JOIN=123 +USING=124 +JOIN_LINE_COMMENT=125 +JOIN_MULTILINE_COMMENT=126 +JOIN_WS=127 +METRICS_LINE_COMMENT=128 +METRICS_MULTILINE_COMMENT=129 +METRICS_WS=130 +CLOSING_METRICS_LINE_COMMENT=131 +CLOSING_METRICS_MULTILINE_COMMENT=132 +CLOSING_METRICS_WS=133 +CHANGE_POINT_LINE_COMMENT=134 +CHANGE_POINT_MULTILINE_COMMENT=135 +CHANGE_POINT_WS=136 'dissect'=1 'drop'=2 'enrich'=3 @@ -147,51 +151,52 @@ CLOSING_METRICS_WS=132 'stats'=15 'where'=16 'lookup'=17 -'|'=28 -'by'=32 -'and'=33 -'asc'=34 -'='=35 -'::'=36 -':'=37 -','=38 -'desc'=39 -'.'=40 -'false'=41 -'first'=42 -'in'=43 -'is'=44 -'last'=45 -'like'=46 -'('=47 -'not'=48 -'null'=49 -'nulls'=50 -'or'=51 -'?'=52 -'rlike'=53 -')'=54 -'true'=55 -'=='=56 -'=~'=57 -'!='=58 -'<'=59 -'<='=60 -'>'=61 -'>='=62 -'+'=63 -'-'=64 -'*'=65 -'/'=66 -'%'=67 -'{'=68 -'}'=69 -'??'=70 -']'=74 -'metadata'=83 -'as'=92 -'on'=96 -'with'=97 -'info'=108 -'join'=122 -'USING'=123 +'change_point'=18 +'|'=29 +'by'=33 +'and'=34 +'asc'=35 +'='=36 +'::'=37 +':'=38 +','=39 +'desc'=40 +'.'=41 +'false'=42 +'first'=43 +'in'=44 +'is'=45 +'last'=46 +'like'=47 +'('=48 +'not'=49 +'null'=50 +'nulls'=51 +'or'=52 +'?'=53 +'rlike'=54 +')'=55 +'true'=56 +'=='=57 +'=~'=58 +'!='=59 +'<'=60 +'<='=61 +'>'=62 +'>='=63 +'+'=64 +'-'=65 +'*'=66 +'/'=67 +'%'=68 +'{'=69 +'}'=70 +'??'=71 +']'=75 +'metadata'=84 +'as'=93 +'on'=97 +'with'=98 +'info'=109 +'join'=123 +'USING'=124 diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/action/EsqlCapabilities.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/action/EsqlCapabilities.java index b8819c1b9a378..949fc6fc55053 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/action/EsqlCapabilities.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/action/EsqlCapabilities.java @@ -711,6 +711,11 @@ public enum Cap { */ AGGREGATE_METRIC_DOUBLE_PARTIAL_SUBMETRICS(AGGREGATE_METRIC_DOUBLE_FEATURE_FLAG), + /** + * Support change point detection "CHANGE_POINT". + */ + CHANGE_POINT, + /** * Fix for https://github.com/elastic/elasticsearch/issues/120817 * and https://github.com/elastic/elasticsearch/issues/120803 diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseLexer.interp b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseLexer.interp index b814d989fe6ba..8e2f9938d2ff4 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseLexer.interp +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseLexer.interp @@ -17,6 +17,7 @@ null 'stats' 'where' 'lookup' +'change_point' null null null @@ -132,6 +133,9 @@ null null null null +null +null +null token symbolic names: null @@ -152,6 +156,7 @@ SORT STATS WHERE JOIN_LOOKUP +CHANGE_POINT DEV_INLINESTATS DEV_LOOKUP DEV_METRICS @@ -267,6 +272,9 @@ METRICS_WS CLOSING_METRICS_LINE_COMMENT CLOSING_METRICS_MULTILINE_COMMENT CLOSING_METRICS_WS +CHANGE_POINT_LINE_COMMENT +CHANGE_POINT_MULTILINE_COMMENT +CHANGE_POINT_WS rule names: DISSECT @@ -286,6 +294,7 @@ SORT STATS WHERE JOIN_LOOKUP +CHANGE_POINT DEV_INLINESTATS DEV_LOOKUP DEV_METRICS @@ -498,6 +507,16 @@ CLOSING_METRICS_QUOTED_IDENTIFIER CLOSING_METRICS_UNQUOTED_IDENTIFIER CLOSING_METRICS_BY CLOSING_METRICS_PIPE +CHANGE_POINT_PIPE +CHANGE_POINT_ON +CHANGE_POINT_AS +CHANGE_POINT_DOT +CHANGE_POINT_COMMA +CHANGE_POINT_QUOTED_IDENTIFIER +CHANGE_POINT_UNQUOTED_IDENTIFIER +CHANGE_POINT_LINE_COMMENT +CHANGE_POINT_MULTILINE_COMMENT +CHANGE_POINT_WS channel names: DEFAULT_TOKEN_CHANNEL @@ -520,6 +539,7 @@ LOOKUP_FIELD_MODE JOIN_MODE METRICS_MODE CLOSING_METRICS_MODE +CHANGE_POINT_MODE atn: -[4, 0, 132, 1698, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 6, -1, 2, 0, 7, 0, 2, 1, 7, 1, 2, 2, 7, 2, 2, 3, 7, 3, 2, 4, 7, 4, 2, 5, 7, 5, 2, 6, 7, 6, 2, 7, 7, 7, 2, 8, 7, 8, 2, 9, 7, 9, 2, 10, 7, 10, 2, 11, 7, 11, 2, 12, 7, 12, 2, 13, 7, 13, 2, 14, 7, 14, 2, 15, 7, 15, 2, 16, 7, 16, 2, 17, 7, 17, 2, 18, 7, 18, 2, 19, 7, 19, 2, 20, 7, 20, 2, 21, 7, 21, 2, 22, 7, 22, 2, 23, 7, 23, 2, 24, 7, 24, 2, 25, 7, 25, 2, 26, 7, 26, 2, 27, 7, 27, 2, 28, 7, 28, 2, 29, 7, 29, 2, 30, 7, 30, 2, 31, 7, 31, 2, 32, 7, 32, 2, 33, 7, 33, 2, 34, 7, 34, 2, 35, 7, 35, 2, 36, 7, 36, 2, 37, 7, 37, 2, 38, 7, 38, 2, 39, 7, 39, 2, 40, 7, 40, 2, 41, 7, 41, 2, 42, 7, 42, 2, 43, 7, 43, 2, 44, 7, 44, 2, 45, 7, 45, 2, 46, 7, 46, 2, 47, 7, 47, 2, 48, 7, 48, 2, 49, 7, 49, 2, 50, 7, 50, 2, 51, 7, 51, 2, 52, 7, 52, 2, 53, 7, 53, 2, 54, 7, 54, 2, 55, 7, 55, 2, 56, 7, 56, 2, 57, 7, 57, 2, 58, 7, 58, 2, 59, 7, 59, 2, 60, 7, 60, 2, 61, 7, 61, 2, 62, 7, 62, 2, 63, 7, 63, 2, 64, 7, 64, 2, 65, 7, 65, 2, 66, 7, 66, 2, 67, 7, 67, 2, 68, 7, 68, 2, 69, 7, 69, 2, 70, 7, 70, 2, 71, 7, 71, 2, 72, 7, 72, 2, 73, 7, 73, 2, 74, 7, 74, 2, 75, 7, 75, 2, 76, 7, 76, 2, 77, 7, 77, 2, 78, 7, 78, 2, 79, 7, 79, 2, 80, 7, 80, 2, 81, 7, 81, 2, 82, 7, 82, 2, 83, 7, 83, 2, 84, 7, 84, 2, 85, 7, 85, 2, 86, 7, 86, 2, 87, 7, 87, 2, 88, 7, 88, 2, 89, 7, 89, 2, 90, 7, 90, 2, 91, 7, 91, 2, 92, 7, 92, 2, 93, 7, 93, 2, 94, 7, 94, 2, 95, 7, 95, 2, 96, 7, 96, 2, 97, 7, 97, 2, 98, 7, 98, 2, 99, 7, 99, 2, 100, 7, 100, 2, 101, 7, 101, 2, 102, 7, 102, 2, 103, 7, 103, 2, 104, 7, 104, 2, 105, 7, 105, 2, 106, 7, 106, 2, 107, 7, 107, 2, 108, 7, 108, 2, 109, 7, 109, 2, 110, 7, 110, 2, 111, 7, 111, 2, 112, 7, 112, 2, 113, 7, 113, 2, 114, 7, 114, 2, 115, 7, 115, 2, 116, 7, 116, 2, 117, 7, 117, 2, 118, 7, 118, 2, 119, 7, 119, 2, 120, 7, 120, 2, 121, 7, 121, 2, 122, 7, 122, 2, 123, 7, 123, 2, 124, 7, 124, 2, 125, 7, 125, 2, 126, 7, 126, 2, 127, 7, 127, 2, 128, 7, 128, 2, 129, 7, 129, 2, 130, 7, 130, 2, 131, 7, 131, 2, 132, 7, 132, 2, 133, 7, 133, 2, 134, 7, 134, 2, 135, 7, 135, 2, 136, 7, 136, 2, 137, 7, 137, 2, 138, 7, 138, 2, 139, 7, 139, 2, 140, 7, 140, 2, 141, 7, 141, 2, 142, 7, 142, 2, 143, 7, 143, 2, 144, 7, 144, 2, 145, 7, 145, 2, 146, 7, 146, 2, 147, 7, 147, 2, 148, 7, 148, 2, 149, 7, 149, 2, 150, 7, 150, 2, 151, 7, 151, 2, 152, 7, 152, 2, 153, 7, 153, 2, 154, 7, 154, 2, 155, 7, 155, 2, 156, 7, 156, 2, 157, 7, 157, 2, 158, 7, 158, 2, 159, 7, 159, 2, 160, 7, 160, 2, 161, 7, 161, 2, 162, 7, 162, 2, 163, 7, 163, 2, 164, 7, 164, 2, 165, 7, 165, 2, 166, 7, 166, 2, 167, 7, 167, 2, 168, 7, 168, 2, 169, 7, 169, 2, 170, 7, 170, 2, 171, 7, 171, 2, 172, 7, 172, 2, 173, 7, 173, 2, 174, 7, 174, 2, 175, 7, 175, 2, 176, 7, 176, 2, 177, 7, 177, 2, 178, 7, 178, 2, 179, 7, 179, 2, 180, 7, 180, 2, 181, 7, 181, 2, 182, 7, 182, 2, 183, 7, 183, 2, 184, 7, 184, 2, 185, 7, 185, 2, 186, 7, 186, 2, 187, 7, 187, 2, 188, 7, 188, 2, 189, 7, 189, 2, 190, 7, 190, 2, 191, 7, 191, 2, 192, 7, 192, 2, 193, 7, 193, 2, 194, 7, 194, 2, 195, 7, 195, 2, 196, 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0, 5, 15, 0, 7, 33, 0] \ No newline at end of file diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseLexer.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseLexer.java index 6545a2a039e5c..a453a9e5e907f 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseLexer.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseLexer.java @@ -27,36 +27,38 @@ public class EsqlBaseLexer extends LexerConfig { public static final int DISSECT=1, DROP=2, ENRICH=3, EVAL=4, EXPLAIN=5, FROM=6, GROK=7, KEEP=8, LIMIT=9, MV_EXPAND=10, RENAME=11, ROW=12, SHOW=13, SORT=14, STATS=15, - WHERE=16, JOIN_LOOKUP=17, DEV_INLINESTATS=18, DEV_LOOKUP=19, DEV_METRICS=20, - DEV_JOIN_FULL=21, DEV_JOIN_LEFT=22, DEV_JOIN_RIGHT=23, UNKNOWN_CMD=24, - LINE_COMMENT=25, MULTILINE_COMMENT=26, WS=27, PIPE=28, QUOTED_STRING=29, - INTEGER_LITERAL=30, DECIMAL_LITERAL=31, BY=32, AND=33, ASC=34, ASSIGN=35, - CAST_OP=36, COLON=37, COMMA=38, DESC=39, DOT=40, FALSE=41, FIRST=42, IN=43, - IS=44, LAST=45, LIKE=46, LP=47, NOT=48, NULL=49, NULLS=50, OR=51, PARAM=52, - RLIKE=53, RP=54, TRUE=55, EQ=56, CIEQ=57, NEQ=58, LT=59, LTE=60, GT=61, - GTE=62, PLUS=63, MINUS=64, ASTERISK=65, SLASH=66, PERCENT=67, LEFT_BRACES=68, - RIGHT_BRACES=69, DOUBLE_PARAMS=70, NAMED_OR_POSITIONAL_PARAM=71, NAMED_OR_POSITIONAL_DOUBLE_PARAMS=72, - OPENING_BRACKET=73, CLOSING_BRACKET=74, UNQUOTED_IDENTIFIER=75, QUOTED_IDENTIFIER=76, - EXPR_LINE_COMMENT=77, EXPR_MULTILINE_COMMENT=78, EXPR_WS=79, EXPLAIN_WS=80, - EXPLAIN_LINE_COMMENT=81, EXPLAIN_MULTILINE_COMMENT=82, METADATA=83, UNQUOTED_SOURCE=84, - FROM_LINE_COMMENT=85, FROM_MULTILINE_COMMENT=86, FROM_WS=87, ID_PATTERN=88, - PROJECT_LINE_COMMENT=89, PROJECT_MULTILINE_COMMENT=90, PROJECT_WS=91, - AS=92, RENAME_LINE_COMMENT=93, RENAME_MULTILINE_COMMENT=94, RENAME_WS=95, - ON=96, WITH=97, ENRICH_POLICY_NAME=98, ENRICH_LINE_COMMENT=99, ENRICH_MULTILINE_COMMENT=100, - ENRICH_WS=101, ENRICH_FIELD_LINE_COMMENT=102, ENRICH_FIELD_MULTILINE_COMMENT=103, - ENRICH_FIELD_WS=104, MVEXPAND_LINE_COMMENT=105, MVEXPAND_MULTILINE_COMMENT=106, - MVEXPAND_WS=107, INFO=108, SHOW_LINE_COMMENT=109, SHOW_MULTILINE_COMMENT=110, - SHOW_WS=111, SETTING=112, SETTING_LINE_COMMENT=113, SETTTING_MULTILINE_COMMENT=114, - SETTING_WS=115, LOOKUP_LINE_COMMENT=116, LOOKUP_MULTILINE_COMMENT=117, - LOOKUP_WS=118, LOOKUP_FIELD_LINE_COMMENT=119, LOOKUP_FIELD_MULTILINE_COMMENT=120, - LOOKUP_FIELD_WS=121, JOIN=122, USING=123, JOIN_LINE_COMMENT=124, JOIN_MULTILINE_COMMENT=125, - JOIN_WS=126, METRICS_LINE_COMMENT=127, METRICS_MULTILINE_COMMENT=128, - METRICS_WS=129, CLOSING_METRICS_LINE_COMMENT=130, CLOSING_METRICS_MULTILINE_COMMENT=131, - CLOSING_METRICS_WS=132; + WHERE=16, JOIN_LOOKUP=17, CHANGE_POINT=18, DEV_INLINESTATS=19, DEV_LOOKUP=20, + DEV_METRICS=21, DEV_JOIN_FULL=22, DEV_JOIN_LEFT=23, DEV_JOIN_RIGHT=24, + UNKNOWN_CMD=25, LINE_COMMENT=26, MULTILINE_COMMENT=27, WS=28, PIPE=29, + QUOTED_STRING=30, INTEGER_LITERAL=31, DECIMAL_LITERAL=32, BY=33, AND=34, + ASC=35, ASSIGN=36, CAST_OP=37, COLON=38, COMMA=39, DESC=40, DOT=41, FALSE=42, + FIRST=43, IN=44, IS=45, LAST=46, LIKE=47, LP=48, NOT=49, NULL=50, NULLS=51, + OR=52, PARAM=53, RLIKE=54, RP=55, TRUE=56, EQ=57, CIEQ=58, NEQ=59, LT=60, + LTE=61, GT=62, GTE=63, PLUS=64, MINUS=65, ASTERISK=66, SLASH=67, PERCENT=68, + LEFT_BRACES=69, RIGHT_BRACES=70, DOUBLE_PARAMS=71, NAMED_OR_POSITIONAL_PARAM=72, + NAMED_OR_POSITIONAL_DOUBLE_PARAMS=73, OPENING_BRACKET=74, CLOSING_BRACKET=75, + UNQUOTED_IDENTIFIER=76, QUOTED_IDENTIFIER=77, EXPR_LINE_COMMENT=78, EXPR_MULTILINE_COMMENT=79, + EXPR_WS=80, EXPLAIN_WS=81, EXPLAIN_LINE_COMMENT=82, EXPLAIN_MULTILINE_COMMENT=83, + METADATA=84, UNQUOTED_SOURCE=85, FROM_LINE_COMMENT=86, FROM_MULTILINE_COMMENT=87, + FROM_WS=88, ID_PATTERN=89, PROJECT_LINE_COMMENT=90, PROJECT_MULTILINE_COMMENT=91, + PROJECT_WS=92, AS=93, RENAME_LINE_COMMENT=94, RENAME_MULTILINE_COMMENT=95, + RENAME_WS=96, ON=97, WITH=98, ENRICH_POLICY_NAME=99, ENRICH_LINE_COMMENT=100, + ENRICH_MULTILINE_COMMENT=101, ENRICH_WS=102, ENRICH_FIELD_LINE_COMMENT=103, + ENRICH_FIELD_MULTILINE_COMMENT=104, ENRICH_FIELD_WS=105, MVEXPAND_LINE_COMMENT=106, + MVEXPAND_MULTILINE_COMMENT=107, MVEXPAND_WS=108, INFO=109, SHOW_LINE_COMMENT=110, + SHOW_MULTILINE_COMMENT=111, SHOW_WS=112, SETTING=113, SETTING_LINE_COMMENT=114, + SETTTING_MULTILINE_COMMENT=115, SETTING_WS=116, LOOKUP_LINE_COMMENT=117, + LOOKUP_MULTILINE_COMMENT=118, LOOKUP_WS=119, LOOKUP_FIELD_LINE_COMMENT=120, + LOOKUP_FIELD_MULTILINE_COMMENT=121, LOOKUP_FIELD_WS=122, JOIN=123, USING=124, + JOIN_LINE_COMMENT=125, JOIN_MULTILINE_COMMENT=126, JOIN_WS=127, METRICS_LINE_COMMENT=128, + METRICS_MULTILINE_COMMENT=129, METRICS_WS=130, CLOSING_METRICS_LINE_COMMENT=131, + CLOSING_METRICS_MULTILINE_COMMENT=132, CLOSING_METRICS_WS=133, CHANGE_POINT_LINE_COMMENT=134, + CHANGE_POINT_MULTILINE_COMMENT=135, CHANGE_POINT_WS=136; public static final int EXPRESSION_MODE=1, EXPLAIN_MODE=2, FROM_MODE=3, PROJECT_MODE=4, RENAME_MODE=5, ENRICH_MODE=6, ENRICH_FIELD_MODE=7, MVEXPAND_MODE=8, SHOW_MODE=9, SETTING_MODE=10, - LOOKUP_MODE=11, LOOKUP_FIELD_MODE=12, JOIN_MODE=13, METRICS_MODE=14, CLOSING_METRICS_MODE=15; + LOOKUP_MODE=11, LOOKUP_FIELD_MODE=12, JOIN_MODE=13, METRICS_MODE=14, CLOSING_METRICS_MODE=15, + CHANGE_POINT_MODE=16; public static String[] channelNames = { "DEFAULT_TOKEN_CHANNEL", "HIDDEN" }; @@ -65,45 +67,46 @@ public class EsqlBaseLexer extends LexerConfig { "DEFAULT_MODE", "EXPRESSION_MODE", "EXPLAIN_MODE", "FROM_MODE", "PROJECT_MODE", "RENAME_MODE", "ENRICH_MODE", "ENRICH_FIELD_MODE", "MVEXPAND_MODE", "SHOW_MODE", "SETTING_MODE", "LOOKUP_MODE", "LOOKUP_FIELD_MODE", "JOIN_MODE", "METRICS_MODE", - "CLOSING_METRICS_MODE" + "CLOSING_METRICS_MODE", "CHANGE_POINT_MODE" }; private static String[] makeRuleNames() { return new String[] { "DISSECT", "DROP", "ENRICH", "EVAL", "EXPLAIN", "FROM", "GROK", "KEEP", "LIMIT", "MV_EXPAND", "RENAME", "ROW", "SHOW", "SORT", "STATS", "WHERE", - "JOIN_LOOKUP", "DEV_INLINESTATS", "DEV_LOOKUP", "DEV_METRICS", "DEV_JOIN_FULL", - "DEV_JOIN_LEFT", "DEV_JOIN_RIGHT", "UNKNOWN_CMD", "LINE_COMMENT", "MULTILINE_COMMENT", - "WS", "PIPE", "DIGIT", "LETTER", "ESCAPE_SEQUENCE", "UNESCAPED_CHARS", - "EXPONENT", "ASPERAND", "BACKQUOTE", "BACKQUOTE_BLOCK", "UNDERSCORE", - "UNQUOTED_ID_BODY", "QUOTED_STRING", "INTEGER_LITERAL", "DECIMAL_LITERAL", - "BY", "AND", "ASC", "ASSIGN", "CAST_OP", "COLON", "COMMA", "DESC", "DOT", - "FALSE", "FIRST", "IN", "IS", "LAST", "LIKE", "LP", "NOT", "NULL", "NULLS", - "OR", "PARAM", "RLIKE", "RP", "TRUE", "EQ", "CIEQ", "NEQ", "LT", "LTE", - "GT", "GTE", "PLUS", "MINUS", "ASTERISK", "SLASH", "PERCENT", "LEFT_BRACES", - "RIGHT_BRACES", "DOUBLE_PARAMS", "NESTED_WHERE", "NAMED_OR_POSITIONAL_PARAM", - "NAMED_OR_POSITIONAL_DOUBLE_PARAMS", "OPENING_BRACKET", "CLOSING_BRACKET", - "UNQUOTED_IDENTIFIER", "QUOTED_ID", "QUOTED_IDENTIFIER", "EXPR_LINE_COMMENT", - "EXPR_MULTILINE_COMMENT", "EXPR_WS", "EXPLAIN_OPENING_BRACKET", "EXPLAIN_PIPE", - "EXPLAIN_WS", "EXPLAIN_LINE_COMMENT", "EXPLAIN_MULTILINE_COMMENT", "FROM_PIPE", - "FROM_OPENING_BRACKET", "FROM_CLOSING_BRACKET", "FROM_COLON", "FROM_SELECTOR", - "FROM_COMMA", "FROM_ASSIGN", "METADATA", "UNQUOTED_SOURCE_PART", "UNQUOTED_SOURCE", - "FROM_UNQUOTED_SOURCE", "FROM_QUOTED_SOURCE", "FROM_LINE_COMMENT", "FROM_MULTILINE_COMMENT", - "FROM_WS", "PROJECT_PIPE", "PROJECT_DOT", "PROJECT_COMMA", "PROJECT_PARAM", - "PROJECT_NAMED_OR_POSITIONAL_PARAM", "PROJECT_DOUBLE_PARAMS", "PROJECT_NAMED_OR_POSITIONAL_DOUBLE_PARAMS", - "UNQUOTED_ID_BODY_WITH_PATTERN", "UNQUOTED_ID_PATTERN", "ID_PATTERN", - "PROJECT_LINE_COMMENT", "PROJECT_MULTILINE_COMMENT", "PROJECT_WS", "RENAME_PIPE", - "RENAME_ASSIGN", "RENAME_COMMA", "RENAME_DOT", "RENAME_PARAM", "RENAME_NAMED_OR_POSITIONAL_PARAM", - "RENAME_DOUBLE_PARAMS", "RENAME_NAMED_OR_POSITIONAL_DOUBLE_PARAMS", "AS", - "RENAME_ID_PATTERN", "RENAME_LINE_COMMENT", "RENAME_MULTILINE_COMMENT", - "RENAME_WS", "ENRICH_PIPE", "ENRICH_OPENING_BRACKET", "ON", "WITH", "ENRICH_POLICY_NAME_BODY", - "ENRICH_POLICY_NAME", "ENRICH_MODE_UNQUOTED_VALUE", "ENRICH_LINE_COMMENT", - "ENRICH_MULTILINE_COMMENT", "ENRICH_WS", "ENRICH_FIELD_PIPE", "ENRICH_FIELD_ASSIGN", - "ENRICH_FIELD_COMMA", "ENRICH_FIELD_DOT", "ENRICH_FIELD_WITH", "ENRICH_FIELD_ID_PATTERN", - "ENRICH_FIELD_QUOTED_IDENTIFIER", "ENRICH_FIELD_PARAM", "ENRICH_FIELD_NAMED_OR_POSITIONAL_PARAM", - "ENRICH_FIELD_DOUBLE_PARAMS", "ENRICH_FIELD_NAMED_OR_POSITIONAL_DOUBLE_PARAMS", - "ENRICH_FIELD_LINE_COMMENT", "ENRICH_FIELD_MULTILINE_COMMENT", "ENRICH_FIELD_WS", - "MVEXPAND_PIPE", "MVEXPAND_DOT", "MVEXPAND_PARAM", "MVEXPAND_NAMED_OR_POSITIONAL_PARAM", + "JOIN_LOOKUP", "CHANGE_POINT", "DEV_INLINESTATS", "DEV_LOOKUP", "DEV_METRICS", + "DEV_JOIN_FULL", "DEV_JOIN_LEFT", "DEV_JOIN_RIGHT", "UNKNOWN_CMD", "LINE_COMMENT", + "MULTILINE_COMMENT", "WS", "PIPE", "DIGIT", "LETTER", "ESCAPE_SEQUENCE", + "UNESCAPED_CHARS", "EXPONENT", "ASPERAND", "BACKQUOTE", "BACKQUOTE_BLOCK", + "UNDERSCORE", "UNQUOTED_ID_BODY", "QUOTED_STRING", "INTEGER_LITERAL", + "DECIMAL_LITERAL", "BY", "AND", "ASC", "ASSIGN", "CAST_OP", "COLON", + "COMMA", "DESC", "DOT", "FALSE", "FIRST", "IN", "IS", "LAST", "LIKE", + "LP", "NOT", "NULL", "NULLS", "OR", "PARAM", "RLIKE", "RP", "TRUE", "EQ", + "CIEQ", "NEQ", "LT", "LTE", "GT", "GTE", "PLUS", "MINUS", "ASTERISK", + "SLASH", "PERCENT", "LEFT_BRACES", "RIGHT_BRACES", "DOUBLE_PARAMS", "NESTED_WHERE", + "NAMED_OR_POSITIONAL_PARAM", "NAMED_OR_POSITIONAL_DOUBLE_PARAMS", "OPENING_BRACKET", + "CLOSING_BRACKET", "UNQUOTED_IDENTIFIER", "QUOTED_ID", "QUOTED_IDENTIFIER", + "EXPR_LINE_COMMENT", "EXPR_MULTILINE_COMMENT", "EXPR_WS", "EXPLAIN_OPENING_BRACKET", + "EXPLAIN_PIPE", "EXPLAIN_WS", "EXPLAIN_LINE_COMMENT", "EXPLAIN_MULTILINE_COMMENT", + "FROM_PIPE", "FROM_OPENING_BRACKET", "FROM_CLOSING_BRACKET", "FROM_COLON", + "FROM_SELECTOR", "FROM_COMMA", "FROM_ASSIGN", "METADATA", "UNQUOTED_SOURCE_PART", + "UNQUOTED_SOURCE", "FROM_UNQUOTED_SOURCE", "FROM_QUOTED_SOURCE", "FROM_LINE_COMMENT", + "FROM_MULTILINE_COMMENT", "FROM_WS", "PROJECT_PIPE", "PROJECT_DOT", "PROJECT_COMMA", + "PROJECT_PARAM", "PROJECT_NAMED_OR_POSITIONAL_PARAM", "PROJECT_DOUBLE_PARAMS", + "PROJECT_NAMED_OR_POSITIONAL_DOUBLE_PARAMS", "UNQUOTED_ID_BODY_WITH_PATTERN", + "UNQUOTED_ID_PATTERN", "ID_PATTERN", "PROJECT_LINE_COMMENT", "PROJECT_MULTILINE_COMMENT", + "PROJECT_WS", "RENAME_PIPE", "RENAME_ASSIGN", "RENAME_COMMA", "RENAME_DOT", + "RENAME_PARAM", "RENAME_NAMED_OR_POSITIONAL_PARAM", "RENAME_DOUBLE_PARAMS", + "RENAME_NAMED_OR_POSITIONAL_DOUBLE_PARAMS", "AS", "RENAME_ID_PATTERN", + "RENAME_LINE_COMMENT", "RENAME_MULTILINE_COMMENT", "RENAME_WS", "ENRICH_PIPE", + "ENRICH_OPENING_BRACKET", "ON", "WITH", "ENRICH_POLICY_NAME_BODY", "ENRICH_POLICY_NAME", + "ENRICH_MODE_UNQUOTED_VALUE", "ENRICH_LINE_COMMENT", "ENRICH_MULTILINE_COMMENT", + "ENRICH_WS", "ENRICH_FIELD_PIPE", "ENRICH_FIELD_ASSIGN", "ENRICH_FIELD_COMMA", + "ENRICH_FIELD_DOT", "ENRICH_FIELD_WITH", "ENRICH_FIELD_ID_PATTERN", "ENRICH_FIELD_QUOTED_IDENTIFIER", + "ENRICH_FIELD_PARAM", "ENRICH_FIELD_NAMED_OR_POSITIONAL_PARAM", "ENRICH_FIELD_DOUBLE_PARAMS", + "ENRICH_FIELD_NAMED_OR_POSITIONAL_DOUBLE_PARAMS", "ENRICH_FIELD_LINE_COMMENT", + "ENRICH_FIELD_MULTILINE_COMMENT", "ENRICH_FIELD_WS", "MVEXPAND_PIPE", + "MVEXPAND_DOT", "MVEXPAND_PARAM", "MVEXPAND_NAMED_OR_POSITIONAL_PARAM", "MVEXPAND_DOUBLE_PARAMS", "MVEXPAND_NAMED_OR_POSITIONAL_DOUBLE_PARAMS", "MVEXPAND_QUOTED_IDENTIFIER", "MVEXPAND_UNQUOTED_IDENTIFIER", "MVEXPAND_LINE_COMMENT", "MVEXPAND_MULTILINE_COMMENT", "MVEXPAND_WS", "SHOW_PIPE", "INFO", "SHOW_LINE_COMMENT", @@ -121,7 +124,10 @@ private static String[] makeRuleNames() { "METRICS_WS", "CLOSING_METRICS_COLON", "CLOSING_METRICS_SELECTOR", "CLOSING_METRICS_COMMA", "CLOSING_METRICS_LINE_COMMENT", "CLOSING_METRICS_MULTILINE_COMMENT", "CLOSING_METRICS_WS", "CLOSING_METRICS_QUOTED_IDENTIFIER", "CLOSING_METRICS_UNQUOTED_IDENTIFIER", - "CLOSING_METRICS_BY", "CLOSING_METRICS_PIPE" + "CLOSING_METRICS_BY", "CLOSING_METRICS_PIPE", "CHANGE_POINT_PIPE", "CHANGE_POINT_ON", + "CHANGE_POINT_AS", "CHANGE_POINT_DOT", "CHANGE_POINT_COMMA", "CHANGE_POINT_QUOTED_IDENTIFIER", + "CHANGE_POINT_UNQUOTED_IDENTIFIER", "CHANGE_POINT_LINE_COMMENT", "CHANGE_POINT_MULTILINE_COMMENT", + "CHANGE_POINT_WS" }; } public static final String[] ruleNames = makeRuleNames(); @@ -130,17 +136,18 @@ private static String[] makeLiteralNames() { return new String[] { null, "'dissect'", "'drop'", "'enrich'", "'eval'", "'explain'", "'from'", "'grok'", "'keep'", "'limit'", "'mv_expand'", "'rename'", "'row'", "'show'", - "'sort'", "'stats'", "'where'", "'lookup'", null, null, null, null, null, - null, null, null, null, null, "'|'", null, null, null, "'by'", "'and'", - "'asc'", "'='", "'::'", "':'", "','", "'desc'", "'.'", "'false'", "'first'", - "'in'", "'is'", "'last'", "'like'", "'('", "'not'", "'null'", "'nulls'", - "'or'", "'?'", "'rlike'", "')'", "'true'", "'=='", "'=~'", "'!='", "'<'", - "'<='", "'>'", "'>='", "'+'", "'-'", "'*'", "'/'", "'%'", "'{'", "'}'", - "'??'", null, null, null, "']'", null, null, null, null, null, null, - null, null, "'metadata'", null, null, null, null, null, null, null, null, - "'as'", null, null, null, "'on'", "'with'", null, null, null, null, null, - null, null, null, null, null, "'info'", null, null, null, null, null, - null, null, null, null, null, null, null, null, "'join'", "'USING'" + "'sort'", "'stats'", "'where'", "'lookup'", "'change_point'", null, null, + null, null, null, null, null, null, null, null, "'|'", null, null, null, + "'by'", "'and'", "'asc'", "'='", "'::'", "':'", "','", "'desc'", "'.'", + "'false'", "'first'", "'in'", "'is'", "'last'", "'like'", "'('", "'not'", + "'null'", "'nulls'", "'or'", "'?'", "'rlike'", "')'", "'true'", "'=='", + "'=~'", "'!='", "'<'", "'<='", "'>'", "'>='", "'+'", "'-'", "'*'", "'/'", + "'%'", "'{'", "'}'", "'??'", null, null, null, "']'", null, null, null, + null, null, null, null, null, "'metadata'", null, null, null, null, null, + null, null, null, "'as'", null, null, null, "'on'", "'with'", null, null, + null, null, null, null, null, null, null, null, "'info'", null, null, + null, null, null, null, null, null, null, null, null, null, null, "'join'", + "'USING'" }; } private static final String[] _LITERAL_NAMES = makeLiteralNames(); @@ -148,9 +155,9 @@ private static String[] makeSymbolicNames() { return new String[] { null, "DISSECT", "DROP", "ENRICH", "EVAL", "EXPLAIN", "FROM", "GROK", "KEEP", "LIMIT", "MV_EXPAND", "RENAME", "ROW", "SHOW", "SORT", "STATS", - "WHERE", "JOIN_LOOKUP", "DEV_INLINESTATS", "DEV_LOOKUP", "DEV_METRICS", - "DEV_JOIN_FULL", "DEV_JOIN_LEFT", "DEV_JOIN_RIGHT", "UNKNOWN_CMD", "LINE_COMMENT", - "MULTILINE_COMMENT", "WS", "PIPE", "QUOTED_STRING", "INTEGER_LITERAL", + "WHERE", "JOIN_LOOKUP", "CHANGE_POINT", "DEV_INLINESTATS", "DEV_LOOKUP", + "DEV_METRICS", "DEV_JOIN_FULL", "DEV_JOIN_LEFT", "DEV_JOIN_RIGHT", "UNKNOWN_CMD", + "LINE_COMMENT", "MULTILINE_COMMENT", "WS", "PIPE", "QUOTED_STRING", "INTEGER_LITERAL", "DECIMAL_LITERAL", "BY", "AND", "ASC", "ASSIGN", "CAST_OP", "COLON", "COMMA", "DESC", "DOT", "FALSE", "FIRST", "IN", "IS", "LAST", "LIKE", "LP", "NOT", "NULL", "NULLS", "OR", "PARAM", "RLIKE", "RP", "TRUE", "EQ", @@ -172,7 +179,8 @@ private static String[] makeSymbolicNames() { "LOOKUP_FIELD_WS", "JOIN", "USING", "JOIN_LINE_COMMENT", "JOIN_MULTILINE_COMMENT", "JOIN_WS", "METRICS_LINE_COMMENT", "METRICS_MULTILINE_COMMENT", "METRICS_WS", "CLOSING_METRICS_LINE_COMMENT", "CLOSING_METRICS_MULTILINE_COMMENT", - "CLOSING_METRICS_WS" + "CLOSING_METRICS_WS", "CHANGE_POINT_LINE_COMMENT", "CHANGE_POINT_MULTILINE_COMMENT", + "CHANGE_POINT_WS" }; } private static final String[] _SYMBOLIC_NAMES = makeSymbolicNames(); @@ -237,19 +245,19 @@ public EsqlBaseLexer(CharStream input) { @Override public boolean sempred(RuleContext _localctx, int ruleIndex, int predIndex) { switch (ruleIndex) { - case 17: - return DEV_INLINESTATS_sempred((RuleContext)_localctx, predIndex); case 18: - return DEV_LOOKUP_sempred((RuleContext)_localctx, predIndex); + return DEV_INLINESTATS_sempred((RuleContext)_localctx, predIndex); case 19: - return DEV_METRICS_sempred((RuleContext)_localctx, predIndex); + return DEV_LOOKUP_sempred((RuleContext)_localctx, predIndex); case 20: - return DEV_JOIN_FULL_sempred((RuleContext)_localctx, predIndex); + return DEV_METRICS_sempred((RuleContext)_localctx, predIndex); case 21: - return DEV_JOIN_LEFT_sempred((RuleContext)_localctx, predIndex); + return DEV_JOIN_FULL_sempred((RuleContext)_localctx, predIndex); case 22: + return DEV_JOIN_LEFT_sempred((RuleContext)_localctx, predIndex); + case 23: return DEV_JOIN_RIGHT_sempred((RuleContext)_localctx, predIndex); - case 100: + case 101: return FROM_SELECTOR_sempred((RuleContext)_localctx, predIndex); } return true; @@ -305,1117 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"\u0000\u0000\u06b9\u06ba\u0006\u00e3\r\u0000\u06ba\u06bb\u0006\u00e3\u0000"+ + "\u0000\u06bb\u06bc\u0006\u00e3$\u0000\u06bc\u01d8\u0001\u0000\u0000\u0000"+ + "\u06bd\u06be\u0003e*\u0000\u06be\u06bf\u0001\u0000\u0000\u0000\u06bf\u06c0"+ + "\u0006\u00e4\r\u0000\u06c0\u06c1\u0006\u00e4\u0000\u0000\u06c1\u06c2\u0006"+ + "\u00e4)\u0000\u06c2\u01da\u0001\u0000\u0000\u0000\u06c3\u06c4\u0003I\u001c"+ + "\u0000\u06c4\u06c5\u0001\u0000\u0000\u0000\u06c5\u06c6\u0006\u00e5\u0011"+ + "\u0000\u06c6\u06c7\u0006\u00e5\r\u0000\u06c7\u01dc\u0001\u0000\u0000\u0000"+ + "\u06c8\u06c9\u0003I\u001c\u0000\u06c9\u06ca\u0001\u0000\u0000\u0000\u06ca"+ + "\u06cb\u0006\u00e6\u0011\u0000\u06cb\u06cc\u0006\u00e6\r\u0000\u06cc\u01de"+ + "\u0001\u0000\u0000\u0000\u06cd\u06ce\u0003\u0129\u008c\u0000\u06ce\u06cf"+ + "\u0001\u0000\u0000\u0000\u06cf\u06d0\u0006\u00e7%\u0000\u06d0\u01e0\u0001"+ + "\u0000\u0000\u0000\u06d1\u06d2\u0003\u011b\u0085\u0000\u06d2\u06d3\u0001"+ + "\u0000\u0000\u0000\u06d3\u06d4\u0006\u00e8\'\u0000\u06d4\u01e2\u0001\u0000"+ + "\u0000\u0000\u06d5\u06d6\u0003u2\u0000\u06d6\u06d7\u0001\u0000\u0000\u0000"+ + "\u06d7\u06d8\u0006\u00e9\u0019\u0000\u06d8\u01e4\u0001\u0000\u0000\u0000"+ + "\u06d9\u06da\u0003q0\u0000\u06da\u06db\u0001\u0000\u0000\u0000\u06db\u06dc"+ + "\u0006\u00ea\u0015\u0000\u06dc\u01e6\u0001\u0000\u0000\u0000\u06dd\u06de"+ + "\u0003\u00c1X\u0000\u06de\u06df\u0001\u0000\u0000\u0000\u06df\u06e0\u0006"+ + "\u00eb#\u0000\u06e0\u01e8\u0001\u0000\u0000\u0000\u06e1\u06e2\u0003\u00bd"+ + "V\u0000\u06e2\u06e3\u0001\u0000\u0000\u0000\u06e3\u06e4\u0006\u00ec$\u0000"+ + "\u06e4\u01ea\u0001\u0000\u0000\u0000\u06e5\u06e6\u0003C\u0019\u0000\u06e6"+ + "\u06e7\u0001\u0000\u0000\u0000\u06e7\u06e8\u0006\u00ed\f\u0000\u06e8\u01ec"+ + "\u0001\u0000\u0000\u0000\u06e9\u06ea\u0003E\u001a\u0000\u06ea\u06eb\u0001"+ + "\u0000\u0000\u0000\u06eb\u06ec\u0006\u00ee\f\u0000\u06ec\u01ee\u0001\u0000"+ + "\u0000\u0000\u06ed\u06ee\u0003G\u001b\u0000\u06ee\u06ef\u0001\u0000\u0000"+ + "\u0000\u06ef\u06f0\u0006\u00ef\f\u0000\u06f0\u01f0\u0001\u0000\u0000\u0000"+ + "G\u0000\u0001\u0002\u0003\u0004\u0005\u0006\u0007\b\t\n\u000b\f\r\u000e"+ + "\u000f\u0010\u02cc\u02d6\u02da\u02dd\u02e6\u02e8\u02f3\u0306\u030b\u0314"+ + "\u031b\u0320\u0322\u032d\u0335\u0338\u033a\u033f\u0344\u034a\u0351\u0356"+ + "\u035c\u035f\u0367\u036b\u03f2\u03f7\u03fe\u0400\u0405\u040a\u0411\u0413"+ + "\u0423\u0428\u042d\u042f\u0435\u0487\u048c\u04c3\u04c7\u04cc\u04d1\u04d6"+ + "\u04d8\u04dc\u04de\u053b\u053f\u0544\u05e1\u05e3*\u0005\u0001\u0000\u0005"+ + "\u0004\u0000\u0005\u0006\u0000\u0005\u0002\u0000\u0005\u0003\u0000\u0005"+ + "\b\u0000\u0005\u0005\u0000\u0005\t\u0000\u0005\r\u0000\u0005\u0010\u0000"+ + "\u0005\u000b\u0000\u0005\u000e\u0000\u0000\u0001\u0000\u0004\u0000\u0000"+ + "\u0007\u0010\u0000\u0007J\u0000\u0005\u0000\u0000\u0007\u001d\u0000\u0007"+ + "K\u0000\u0007&\u0000\u0007%\u0000\u0007\'\u0000\u0007$\u0000\u0007U\u0000"+ + "\u0007\u001e\u0000\u0007)\u0000\u00075\u0000\u0007H\u0000\u0007G\u0000"+ + "\u0007I\u0000\u0007Y\u0000\u0005\n\u0000\u0005\u0007\u0000\u0007c\u0000"+ + "\u0007b\u0000\u0007M\u0000\u0007L\u0000\u0007a\u0000\u0005\f\u0000\u0007"+ + "]\u0000\u0005\u000f\u0000\u0007!\u0000"; public static final ATN _ATN = new ATNDeserializer().deserialize(_serializedATN.toCharArray()); static { diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParser.interp b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParser.interp index f4230cb730331..3a696ceee3fc3 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParser.interp +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParser.interp @@ -17,6 +17,7 @@ null 'stats' 'where' 'lookup' +'change_point' null null null @@ -132,6 +133,9 @@ null null null null +null +null +null token symbolic names: null @@ -152,6 +156,7 @@ SORT STATS WHERE JOIN_LOOKUP +CHANGE_POINT DEV_INLINESTATS DEV_LOOKUP DEV_METRICS @@ -267,6 +272,9 @@ METRICS_WS CLOSING_METRICS_LINE_COMMENT CLOSING_METRICS_MULTILINE_COMMENT CLOSING_METRICS_WS +CHANGE_POINT_LINE_COMMENT +CHANGE_POINT_MULTILINE_COMMENT +CHANGE_POINT_WS rule names: singleStatement @@ -333,6 +341,7 @@ subqueryExpression showCommand enrichCommand enrichWithClause +changePointCommand lookupCommand inlinestatsCommand joinCommand @@ -342,4 +351,4 @@ joinPredicate atn: -[4, 1, 132, 673, 2, 0, 7, 0, 2, 1, 7, 1, 2, 2, 7, 2, 2, 3, 7, 3, 2, 4, 7, 4, 2, 5, 7, 5, 2, 6, 7, 6, 2, 7, 7, 7, 2, 8, 7, 8, 2, 9, 7, 9, 2, 10, 7, 10, 2, 11, 7, 11, 2, 12, 7, 12, 2, 13, 7, 13, 2, 14, 7, 14, 2, 15, 7, 15, 2, 16, 7, 16, 2, 17, 7, 17, 2, 18, 7, 18, 2, 19, 7, 19, 2, 20, 7, 20, 2, 21, 7, 21, 2, 22, 7, 22, 2, 23, 7, 23, 2, 24, 7, 24, 2, 25, 7, 25, 2, 26, 7, 26, 2, 27, 7, 27, 2, 28, 7, 28, 2, 29, 7, 29, 2, 30, 7, 30, 2, 31, 7, 31, 2, 32, 7, 32, 2, 33, 7, 33, 2, 34, 7, 34, 2, 35, 7, 35, 2, 36, 7, 36, 2, 37, 7, 37, 2, 38, 7, 38, 2, 39, 7, 39, 2, 40, 7, 40, 2, 41, 7, 41, 2, 42, 7, 42, 2, 43, 7, 43, 2, 44, 7, 44, 2, 45, 7, 45, 2, 46, 7, 46, 2, 47, 7, 47, 2, 48, 7, 48, 2, 49, 7, 49, 2, 50, 7, 50, 2, 51, 7, 51, 2, 52, 7, 52, 2, 53, 7, 53, 2, 54, 7, 54, 2, 55, 7, 55, 2, 56, 7, 56, 2, 57, 7, 57, 2, 58, 7, 58, 2, 59, 7, 59, 2, 60, 7, 60, 2, 61, 7, 61, 2, 62, 7, 62, 2, 63, 7, 63, 2, 64, 7, 64, 2, 65, 7, 65, 2, 66, 7, 66, 2, 67, 7, 67, 2, 68, 7, 68, 2, 69, 7, 69, 1, 0, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 150, 8, 1, 10, 1, 12, 1, 153, 9, 1, 1, 2, 1, 2, 1, 2, 1, 2, 1, 2, 1, 2, 3, 2, 161, 8, 2, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 1, 3, 3, 3, 180, 8, 3, 1, 4, 1, 4, 1, 4, 1, 5, 1, 5, 1, 5, 1, 5, 1, 5, 1, 5, 1, 5, 3, 5, 192, 8, 5, 1, 5, 1, 5, 1, 5, 1, 5, 1, 5, 5, 5, 199, 8, 5, 10, 5, 12, 5, 202, 9, 5, 1, 5, 1, 5, 1, 5, 1, 5, 1, 5, 3, 5, 209, 8, 5, 1, 5, 1, 5, 1, 5, 3, 5, 214, 8, 5, 1, 5, 1, 5, 1, 5, 1, 5, 1, 5, 1, 5, 5, 5, 222, 8, 5, 10, 5, 12, 5, 225, 9, 5, 1, 6, 1, 6, 3, 6, 229, 8, 6, 1, 6, 1, 6, 1, 6, 1, 6, 1, 6, 3, 6, 236, 8, 6, 1, 6, 1, 6, 1, 6, 3, 6, 241, 8, 6, 1, 7, 1, 7, 1, 7, 3, 7, 246, 8, 7, 1, 7, 1, 7, 1, 7, 1, 8, 1, 8, 1, 8, 1, 8, 1, 8, 3, 8, 256, 8, 8, 1, 9, 1, 9, 1, 9, 1, 9, 3, 9, 262, 8, 9, 1, 9, 1, 9, 1, 9, 1, 9, 1, 9, 1, 9, 5, 9, 270, 8, 9, 10, 9, 12, 9, 273, 9, 9, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 3, 10, 283, 8, 10, 1, 10, 1, 10, 1, 10, 5, 10, 288, 8, 10, 10, 10, 12, 10, 291, 9, 10, 1, 11, 1, 11, 1, 11, 1, 11, 1, 11, 1, 11, 5, 11, 299, 8, 11, 10, 11, 12, 11, 302, 9, 11, 1, 11, 1, 11, 3, 11, 306, 8, 11, 3, 11, 308, 8, 11, 1, 11, 1, 11, 1, 12, 1, 12, 1, 13, 1, 13, 1, 13, 1, 13, 5, 13, 318, 8, 13, 10, 13, 12, 13, 321, 9, 13, 1, 13, 1, 13, 1, 14, 1, 14, 1, 14, 1, 14, 1, 15, 1, 15, 1, 16, 1, 16, 1, 16, 1, 17, 1, 17, 1, 17, 5, 17, 337, 8, 17, 10, 17, 12, 17, 340, 9, 17, 1, 18, 1, 18, 1, 18, 3, 18, 345, 8, 18, 1, 18, 1, 18, 1, 19, 1, 19, 1, 19, 1, 19, 5, 19, 353, 8, 19, 10, 19, 12, 19, 356, 9, 19, 1, 19, 3, 19, 359, 8, 19, 1, 20, 1, 20, 1, 20, 3, 20, 364, 8, 20, 1, 20, 1, 20, 1, 20, 1, 20, 1, 20, 3, 20, 371, 8, 20, 3, 20, 373, 8, 20, 1, 21, 1, 21, 1, 22, 1, 22, 1, 23, 1, 23, 1, 24, 1, 24, 3, 24, 383, 8, 24, 1, 25, 1, 25, 1, 25, 1, 25, 5, 25, 389, 8, 25, 10, 25, 12, 25, 392, 9, 25, 1, 26, 1, 26, 1, 26, 1, 26, 1, 27, 1, 27, 1, 27, 1, 27, 5, 27, 402, 8, 27, 10, 27, 12, 27, 405, 9, 27, 1, 27, 3, 27, 408, 8, 27, 1, 27, 1, 27, 3, 27, 412, 8, 27, 1, 28, 1, 28, 1, 28, 1, 29, 1, 29, 3, 29, 419, 8, 29, 1, 29, 1, 29, 3, 29, 423, 8, 29, 1, 30, 1, 30, 1, 30, 5, 30, 428, 8, 30, 10, 30, 12, 30, 431, 9, 30, 1, 31, 1, 31, 1, 31, 3, 31, 436, 8, 31, 1, 32, 1, 32, 1, 32, 5, 32, 441, 8, 32, 10, 32, 12, 32, 444, 9, 32, 1, 33, 1, 33, 1, 33, 5, 33, 449, 8, 33, 10, 33, 12, 33, 452, 9, 33, 1, 34, 1, 34, 1, 34, 5, 34, 457, 8, 34, 10, 34, 12, 34, 460, 9, 34, 1, 35, 1, 35, 1, 36, 1, 36, 1, 36, 3, 36, 467, 8, 36, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 5, 37, 482, 8, 37, 10, 37, 12, 37, 485, 9, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 5, 37, 493, 8, 37, 10, 37, 12, 37, 496, 9, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 5, 37, 504, 8, 37, 10, 37, 12, 37, 507, 9, 37, 1, 37, 1, 37, 3, 37, 511, 8, 37, 1, 38, 1, 38, 3, 38, 515, 8, 38, 1, 39, 1, 39, 3, 39, 519, 8, 39, 1, 40, 1, 40, 1, 40, 3, 40, 524, 8, 40, 1, 41, 1, 41, 1, 41, 1, 42, 1, 42, 1, 42, 1, 42, 5, 42, 533, 8, 42, 10, 42, 12, 42, 536, 9, 42, 1, 43, 1, 43, 3, 43, 540, 8, 43, 1, 43, 1, 43, 3, 43, 544, 8, 43, 1, 44, 1, 44, 1, 44, 1, 45, 1, 45, 1, 45, 1, 46, 1, 46, 1, 46, 1, 46, 5, 46, 556, 8, 46, 10, 46, 12, 46, 559, 9, 46, 1, 47, 1, 47, 1, 47, 1, 47, 1, 48, 1, 48, 1, 48, 1, 48, 3, 48, 569, 8, 48, 1, 49, 1, 49, 1, 49, 1, 49, 1, 50, 1, 50, 1, 50, 1, 51, 1, 51, 1, 51, 5, 51, 581, 8, 51, 10, 51, 12, 51, 584, 9, 51, 1, 52, 1, 52, 1, 52, 1, 52, 1, 53, 1, 53, 1, 54, 1, 54, 3, 54, 594, 8, 54, 1, 55, 3, 55, 597, 8, 55, 1, 55, 1, 55, 1, 56, 3, 56, 602, 8, 56, 1, 56, 1, 56, 1, 57, 1, 57, 1, 58, 1, 58, 1, 59, 1, 59, 1, 59, 1, 60, 1, 60, 1, 60, 1, 60, 1, 61, 1, 61, 1, 61, 1, 62, 1, 62, 1, 62, 1, 62, 3, 62, 624, 8, 62, 1, 62, 1, 62, 1, 62, 1, 62, 5, 62, 630, 8, 62, 10, 62, 12, 62, 633, 9, 62, 3, 62, 635, 8, 62, 1, 63, 1, 63, 1, 63, 3, 63, 640, 8, 63, 1, 63, 1, 63, 1, 64, 1, 64, 1, 64, 1, 64, 1, 64, 1, 65, 1, 65, 1, 65, 1, 65, 3, 65, 653, 8, 65, 1, 66, 1, 66, 1, 66, 1, 66, 1, 66, 1, 67, 1, 67, 1, 68, 1, 68, 1, 68, 1, 68, 5, 68, 666, 8, 68, 10, 68, 12, 68, 669, 9, 68, 1, 69, 1, 69, 1, 69, 0, 4, 2, 10, 18, 20, 70, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138, 0, 9, 1, 0, 63, 64, 1, 0, 65, 67, 2, 0, 29, 29, 84, 84, 1, 0, 75, 76, 2, 0, 34, 34, 39, 39, 2, 0, 42, 42, 45, 45, 2, 0, 41, 41, 55, 55, 2, 0, 56, 56, 58, 62, 2, 0, 17, 17, 22, 23, 700, 0, 140, 1, 0, 0, 0, 2, 143, 1, 0, 0, 0, 4, 160, 1, 0, 0, 0, 6, 179, 1, 0, 0, 0, 8, 181, 1, 0, 0, 0, 10, 213, 1, 0, 0, 0, 12, 240, 1, 0, 0, 0, 14, 242, 1, 0, 0, 0, 16, 255, 1, 0, 0, 0, 18, 261, 1, 0, 0, 0, 20, 282, 1, 0, 0, 0, 22, 292, 1, 0, 0, 0, 24, 311, 1, 0, 0, 0, 26, 313, 1, 0, 0, 0, 28, 324, 1, 0, 0, 0, 30, 328, 1, 0, 0, 0, 32, 330, 1, 0, 0, 0, 34, 333, 1, 0, 0, 0, 36, 344, 1, 0, 0, 0, 38, 348, 1, 0, 0, 0, 40, 372, 1, 0, 0, 0, 42, 374, 1, 0, 0, 0, 44, 376, 1, 0, 0, 0, 46, 378, 1, 0, 0, 0, 48, 382, 1, 0, 0, 0, 50, 384, 1, 0, 0, 0, 52, 393, 1, 0, 0, 0, 54, 397, 1, 0, 0, 0, 56, 413, 1, 0, 0, 0, 58, 416, 1, 0, 0, 0, 60, 424, 1, 0, 0, 0, 62, 432, 1, 0, 0, 0, 64, 437, 1, 0, 0, 0, 66, 445, 1, 0, 0, 0, 68, 453, 1, 0, 0, 0, 70, 461, 1, 0, 0, 0, 72, 466, 1, 0, 0, 0, 74, 510, 1, 0, 0, 0, 76, 514, 1, 0, 0, 0, 78, 518, 1, 0, 0, 0, 80, 523, 1, 0, 0, 0, 82, 525, 1, 0, 0, 0, 84, 528, 1, 0, 0, 0, 86, 537, 1, 0, 0, 0, 88, 545, 1, 0, 0, 0, 90, 548, 1, 0, 0, 0, 92, 551, 1, 0, 0, 0, 94, 560, 1, 0, 0, 0, 96, 564, 1, 0, 0, 0, 98, 570, 1, 0, 0, 0, 100, 574, 1, 0, 0, 0, 102, 577, 1, 0, 0, 0, 104, 585, 1, 0, 0, 0, 106, 589, 1, 0, 0, 0, 108, 593, 1, 0, 0, 0, 110, 596, 1, 0, 0, 0, 112, 601, 1, 0, 0, 0, 114, 605, 1, 0, 0, 0, 116, 607, 1, 0, 0, 0, 118, 609, 1, 0, 0, 0, 120, 612, 1, 0, 0, 0, 122, 616, 1, 0, 0, 0, 124, 619, 1, 0, 0, 0, 126, 639, 1, 0, 0, 0, 128, 643, 1, 0, 0, 0, 130, 648, 1, 0, 0, 0, 132, 654, 1, 0, 0, 0, 134, 659, 1, 0, 0, 0, 136, 661, 1, 0, 0, 0, 138, 670, 1, 0, 0, 0, 140, 141, 3, 2, 1, 0, 141, 142, 5, 0, 0, 1, 142, 1, 1, 0, 0, 0, 143, 144, 6, 1, -1, 0, 144, 145, 3, 4, 2, 0, 145, 151, 1, 0, 0, 0, 146, 147, 10, 1, 0, 0, 147, 148, 5, 28, 0, 0, 148, 150, 3, 6, 3, 0, 149, 146, 1, 0, 0, 0, 150, 153, 1, 0, 0, 0, 151, 149, 1, 0, 0, 0, 151, 152, 1, 0, 0, 0, 152, 3, 1, 0, 0, 0, 153, 151, 1, 0, 0, 0, 154, 161, 3, 118, 59, 0, 155, 161, 3, 38, 19, 0, 156, 161, 3, 32, 16, 0, 157, 161, 3, 122, 61, 0, 158, 159, 4, 2, 1, 0, 159, 161, 3, 54, 27, 0, 160, 154, 1, 0, 0, 0, 160, 155, 1, 0, 0, 0, 160, 156, 1, 0, 0, 0, 160, 157, 1, 0, 0, 0, 160, 158, 1, 0, 0, 0, 161, 5, 1, 0, 0, 0, 162, 180, 3, 56, 28, 0, 163, 180, 3, 8, 4, 0, 164, 180, 3, 88, 44, 0, 165, 180, 3, 82, 41, 0, 166, 180, 3, 58, 29, 0, 167, 180, 3, 84, 42, 0, 168, 180, 3, 90, 45, 0, 169, 180, 3, 92, 46, 0, 170, 180, 3, 96, 48, 0, 171, 180, 3, 98, 49, 0, 172, 180, 3, 124, 62, 0, 173, 180, 3, 100, 50, 0, 174, 180, 3, 132, 66, 0, 175, 176, 4, 3, 2, 0, 176, 180, 3, 130, 65, 0, 177, 178, 4, 3, 3, 0, 178, 180, 3, 128, 64, 0, 179, 162, 1, 0, 0, 0, 179, 163, 1, 0, 0, 0, 179, 164, 1, 0, 0, 0, 179, 165, 1, 0, 0, 0, 179, 166, 1, 0, 0, 0, 179, 167, 1, 0, 0, 0, 179, 168, 1, 0, 0, 0, 179, 169, 1, 0, 0, 0, 179, 170, 1, 0, 0, 0, 179, 171, 1, 0, 0, 0, 179, 172, 1, 0, 0, 0, 179, 173, 1, 0, 0, 0, 179, 174, 1, 0, 0, 0, 179, 175, 1, 0, 0, 0, 179, 177, 1, 0, 0, 0, 180, 7, 1, 0, 0, 0, 181, 182, 5, 16, 0, 0, 182, 183, 3, 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0, 67, 153, 162, 182, 194, 203, 211, 216, 224, 226, 231, 238, 243, 248, 258, 264, 272, 274, 285, 292, 303, 308, 310, 322, 341, 347, 357, 361, 366, 373, 375, 385, 393, 406, 410, 414, 421, 425, 432, 438, 445, 453, 461, 469, 486, 497, 508, 513, 517, 521, 526, 537, 542, 546, 560, 571, 585, 596, 599, 604, 626, 634, 637, 642, 650, 657, 668, 683] \ No newline at end of file diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParser.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParser.java index d141b3cd46634..8de623f1f515f 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParser.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParser.java @@ -27,32 +27,33 @@ public class EsqlBaseParser extends ParserConfig { public static final int DISSECT=1, DROP=2, ENRICH=3, EVAL=4, EXPLAIN=5, FROM=6, GROK=7, KEEP=8, LIMIT=9, MV_EXPAND=10, RENAME=11, ROW=12, SHOW=13, SORT=14, STATS=15, - WHERE=16, JOIN_LOOKUP=17, DEV_INLINESTATS=18, DEV_LOOKUP=19, DEV_METRICS=20, - DEV_JOIN_FULL=21, DEV_JOIN_LEFT=22, DEV_JOIN_RIGHT=23, UNKNOWN_CMD=24, - LINE_COMMENT=25, MULTILINE_COMMENT=26, WS=27, PIPE=28, QUOTED_STRING=29, - INTEGER_LITERAL=30, DECIMAL_LITERAL=31, BY=32, AND=33, ASC=34, ASSIGN=35, - CAST_OP=36, COLON=37, COMMA=38, DESC=39, DOT=40, FALSE=41, FIRST=42, IN=43, - IS=44, LAST=45, LIKE=46, LP=47, NOT=48, NULL=49, NULLS=50, OR=51, PARAM=52, - RLIKE=53, RP=54, TRUE=55, EQ=56, CIEQ=57, NEQ=58, LT=59, LTE=60, GT=61, - GTE=62, PLUS=63, MINUS=64, ASTERISK=65, SLASH=66, PERCENT=67, LEFT_BRACES=68, - RIGHT_BRACES=69, DOUBLE_PARAMS=70, NAMED_OR_POSITIONAL_PARAM=71, NAMED_OR_POSITIONAL_DOUBLE_PARAMS=72, - OPENING_BRACKET=73, CLOSING_BRACKET=74, UNQUOTED_IDENTIFIER=75, QUOTED_IDENTIFIER=76, - EXPR_LINE_COMMENT=77, EXPR_MULTILINE_COMMENT=78, EXPR_WS=79, EXPLAIN_WS=80, - EXPLAIN_LINE_COMMENT=81, EXPLAIN_MULTILINE_COMMENT=82, METADATA=83, UNQUOTED_SOURCE=84, - FROM_LINE_COMMENT=85, FROM_MULTILINE_COMMENT=86, FROM_WS=87, ID_PATTERN=88, - PROJECT_LINE_COMMENT=89, PROJECT_MULTILINE_COMMENT=90, PROJECT_WS=91, - AS=92, RENAME_LINE_COMMENT=93, RENAME_MULTILINE_COMMENT=94, RENAME_WS=95, - ON=96, WITH=97, ENRICH_POLICY_NAME=98, ENRICH_LINE_COMMENT=99, ENRICH_MULTILINE_COMMENT=100, - ENRICH_WS=101, ENRICH_FIELD_LINE_COMMENT=102, ENRICH_FIELD_MULTILINE_COMMENT=103, - ENRICH_FIELD_WS=104, MVEXPAND_LINE_COMMENT=105, MVEXPAND_MULTILINE_COMMENT=106, - MVEXPAND_WS=107, INFO=108, SHOW_LINE_COMMENT=109, SHOW_MULTILINE_COMMENT=110, - SHOW_WS=111, SETTING=112, SETTING_LINE_COMMENT=113, SETTTING_MULTILINE_COMMENT=114, - SETTING_WS=115, LOOKUP_LINE_COMMENT=116, LOOKUP_MULTILINE_COMMENT=117, - LOOKUP_WS=118, LOOKUP_FIELD_LINE_COMMENT=119, LOOKUP_FIELD_MULTILINE_COMMENT=120, - LOOKUP_FIELD_WS=121, JOIN=122, USING=123, JOIN_LINE_COMMENT=124, JOIN_MULTILINE_COMMENT=125, - JOIN_WS=126, METRICS_LINE_COMMENT=127, METRICS_MULTILINE_COMMENT=128, - METRICS_WS=129, CLOSING_METRICS_LINE_COMMENT=130, CLOSING_METRICS_MULTILINE_COMMENT=131, - CLOSING_METRICS_WS=132; + WHERE=16, JOIN_LOOKUP=17, CHANGE_POINT=18, DEV_INLINESTATS=19, DEV_LOOKUP=20, + DEV_METRICS=21, DEV_JOIN_FULL=22, DEV_JOIN_LEFT=23, DEV_JOIN_RIGHT=24, + UNKNOWN_CMD=25, LINE_COMMENT=26, MULTILINE_COMMENT=27, WS=28, PIPE=29, + QUOTED_STRING=30, INTEGER_LITERAL=31, DECIMAL_LITERAL=32, BY=33, AND=34, + ASC=35, ASSIGN=36, CAST_OP=37, COLON=38, COMMA=39, DESC=40, DOT=41, FALSE=42, + FIRST=43, IN=44, IS=45, LAST=46, LIKE=47, LP=48, NOT=49, NULL=50, NULLS=51, + OR=52, PARAM=53, RLIKE=54, RP=55, TRUE=56, EQ=57, CIEQ=58, NEQ=59, LT=60, + LTE=61, GT=62, GTE=63, PLUS=64, MINUS=65, ASTERISK=66, SLASH=67, PERCENT=68, + LEFT_BRACES=69, RIGHT_BRACES=70, DOUBLE_PARAMS=71, NAMED_OR_POSITIONAL_PARAM=72, + NAMED_OR_POSITIONAL_DOUBLE_PARAMS=73, OPENING_BRACKET=74, CLOSING_BRACKET=75, + UNQUOTED_IDENTIFIER=76, QUOTED_IDENTIFIER=77, EXPR_LINE_COMMENT=78, EXPR_MULTILINE_COMMENT=79, + EXPR_WS=80, EXPLAIN_WS=81, EXPLAIN_LINE_COMMENT=82, EXPLAIN_MULTILINE_COMMENT=83, + METADATA=84, UNQUOTED_SOURCE=85, FROM_LINE_COMMENT=86, FROM_MULTILINE_COMMENT=87, + FROM_WS=88, ID_PATTERN=89, PROJECT_LINE_COMMENT=90, PROJECT_MULTILINE_COMMENT=91, + PROJECT_WS=92, AS=93, RENAME_LINE_COMMENT=94, RENAME_MULTILINE_COMMENT=95, + RENAME_WS=96, ON=97, WITH=98, ENRICH_POLICY_NAME=99, ENRICH_LINE_COMMENT=100, + ENRICH_MULTILINE_COMMENT=101, ENRICH_WS=102, ENRICH_FIELD_LINE_COMMENT=103, + ENRICH_FIELD_MULTILINE_COMMENT=104, ENRICH_FIELD_WS=105, MVEXPAND_LINE_COMMENT=106, + MVEXPAND_MULTILINE_COMMENT=107, MVEXPAND_WS=108, INFO=109, SHOW_LINE_COMMENT=110, + SHOW_MULTILINE_COMMENT=111, SHOW_WS=112, SETTING=113, SETTING_LINE_COMMENT=114, + SETTTING_MULTILINE_COMMENT=115, SETTING_WS=116, LOOKUP_LINE_COMMENT=117, + LOOKUP_MULTILINE_COMMENT=118, LOOKUP_WS=119, LOOKUP_FIELD_LINE_COMMENT=120, + LOOKUP_FIELD_MULTILINE_COMMENT=121, LOOKUP_FIELD_WS=122, JOIN=123, USING=124, + JOIN_LINE_COMMENT=125, JOIN_MULTILINE_COMMENT=126, JOIN_WS=127, METRICS_LINE_COMMENT=128, + METRICS_MULTILINE_COMMENT=129, METRICS_WS=130, CLOSING_METRICS_LINE_COMMENT=131, + CLOSING_METRICS_MULTILINE_COMMENT=132, CLOSING_METRICS_WS=133, CHANGE_POINT_LINE_COMMENT=134, + CHANGE_POINT_MULTILINE_COMMENT=135, CHANGE_POINT_WS=136; public static final int RULE_singleStatement = 0, RULE_query = 1, RULE_sourceCommand = 2, RULE_processingCommand = 3, RULE_whereCommand = 4, RULE_booleanExpression = 5, RULE_regexBooleanExpression = 6, @@ -73,9 +74,9 @@ public class EsqlBaseParser extends ParserConfig { RULE_booleanValue = 53, RULE_numericValue = 54, RULE_decimalValue = 55, RULE_integerValue = 56, RULE_string = 57, RULE_comparisonOperator = 58, RULE_explainCommand = 59, RULE_subqueryExpression = 60, RULE_showCommand = 61, - RULE_enrichCommand = 62, RULE_enrichWithClause = 63, RULE_lookupCommand = 64, - RULE_inlinestatsCommand = 65, RULE_joinCommand = 66, RULE_joinTarget = 67, - RULE_joinCondition = 68, RULE_joinPredicate = 69; + RULE_enrichCommand = 62, RULE_enrichWithClause = 63, RULE_changePointCommand = 64, + RULE_lookupCommand = 65, RULE_inlinestatsCommand = 66, RULE_joinCommand = 67, + RULE_joinTarget = 68, RULE_joinCondition = 69, RULE_joinPredicate = 70; private static String[] makeRuleNames() { return new String[] { "singleStatement", "query", "sourceCommand", "processingCommand", "whereCommand", @@ -91,8 +92,9 @@ private static String[] makeRuleNames() { "renameCommand", "renameClause", "dissectCommand", "grokCommand", "mvExpandCommand", "commandOptions", "commandOption", "booleanValue", "numericValue", "decimalValue", "integerValue", "string", "comparisonOperator", "explainCommand", "subqueryExpression", - "showCommand", "enrichCommand", "enrichWithClause", "lookupCommand", - "inlinestatsCommand", "joinCommand", "joinTarget", "joinCondition", "joinPredicate" + "showCommand", "enrichCommand", "enrichWithClause", "changePointCommand", + "lookupCommand", "inlinestatsCommand", "joinCommand", "joinTarget", "joinCondition", + "joinPredicate" }; } public static final String[] ruleNames = makeRuleNames(); @@ -101,17 +103,18 @@ private static String[] makeLiteralNames() { return new String[] { null, "'dissect'", "'drop'", "'enrich'", "'eval'", "'explain'", "'from'", "'grok'", "'keep'", "'limit'", "'mv_expand'", "'rename'", "'row'", "'show'", - "'sort'", "'stats'", "'where'", "'lookup'", null, null, null, null, null, - null, null, null, null, null, "'|'", null, null, null, "'by'", "'and'", - "'asc'", "'='", "'::'", "':'", "','", "'desc'", "'.'", "'false'", "'first'", - "'in'", "'is'", "'last'", "'like'", "'('", "'not'", "'null'", "'nulls'", - "'or'", "'?'", "'rlike'", "')'", "'true'", "'=='", "'=~'", "'!='", "'<'", - "'<='", "'>'", "'>='", "'+'", "'-'", "'*'", "'/'", "'%'", "'{'", "'}'", - "'??'", null, null, null, "']'", null, null, null, null, null, null, - null, null, "'metadata'", null, null, null, null, null, null, null, null, - "'as'", null, null, null, "'on'", "'with'", null, null, null, null, null, - null, null, null, null, null, "'info'", null, null, null, null, null, - null, null, null, null, null, null, null, null, "'join'", "'USING'" + "'sort'", "'stats'", "'where'", "'lookup'", "'change_point'", null, null, + null, null, null, null, null, null, null, null, "'|'", null, null, null, + "'by'", "'and'", "'asc'", "'='", "'::'", "':'", "','", "'desc'", "'.'", + "'false'", "'first'", "'in'", "'is'", "'last'", "'like'", "'('", "'not'", + "'null'", "'nulls'", "'or'", "'?'", "'rlike'", "')'", "'true'", "'=='", + "'=~'", "'!='", "'<'", "'<='", "'>'", "'>='", "'+'", "'-'", "'*'", "'/'", + "'%'", "'{'", "'}'", "'??'", null, null, null, "']'", null, null, null, + null, null, null, null, null, "'metadata'", null, null, null, null, null, + null, null, null, "'as'", null, null, null, "'on'", "'with'", null, null, + null, null, null, null, null, null, null, null, "'info'", null, null, + null, null, null, null, null, null, null, null, null, null, null, "'join'", + "'USING'" }; } private static final String[] _LITERAL_NAMES = makeLiteralNames(); @@ -119,9 +122,9 @@ private static String[] makeSymbolicNames() { return new String[] { null, "DISSECT", "DROP", "ENRICH", "EVAL", "EXPLAIN", "FROM", "GROK", "KEEP", "LIMIT", "MV_EXPAND", "RENAME", "ROW", "SHOW", "SORT", "STATS", - "WHERE", "JOIN_LOOKUP", "DEV_INLINESTATS", "DEV_LOOKUP", "DEV_METRICS", - "DEV_JOIN_FULL", "DEV_JOIN_LEFT", "DEV_JOIN_RIGHT", "UNKNOWN_CMD", "LINE_COMMENT", - "MULTILINE_COMMENT", "WS", "PIPE", "QUOTED_STRING", "INTEGER_LITERAL", + "WHERE", "JOIN_LOOKUP", "CHANGE_POINT", "DEV_INLINESTATS", "DEV_LOOKUP", + "DEV_METRICS", "DEV_JOIN_FULL", "DEV_JOIN_LEFT", "DEV_JOIN_RIGHT", "UNKNOWN_CMD", + "LINE_COMMENT", "MULTILINE_COMMENT", "WS", "PIPE", "QUOTED_STRING", "INTEGER_LITERAL", "DECIMAL_LITERAL", "BY", "AND", "ASC", "ASSIGN", "CAST_OP", "COLON", "COMMA", "DESC", "DOT", "FALSE", "FIRST", "IN", "IS", "LAST", "LIKE", "LP", "NOT", "NULL", "NULLS", "OR", "PARAM", "RLIKE", "RP", "TRUE", "EQ", @@ -143,7 +146,8 @@ private static String[] makeSymbolicNames() { "LOOKUP_FIELD_WS", "JOIN", "USING", "JOIN_LINE_COMMENT", "JOIN_MULTILINE_COMMENT", "JOIN_WS", "METRICS_LINE_COMMENT", "METRICS_MULTILINE_COMMENT", "METRICS_WS", "CLOSING_METRICS_LINE_COMMENT", "CLOSING_METRICS_MULTILINE_COMMENT", - "CLOSING_METRICS_WS" + "CLOSING_METRICS_WS", "CHANGE_POINT_LINE_COMMENT", "CHANGE_POINT_MULTILINE_COMMENT", + "CHANGE_POINT_WS" }; } private static final String[] _SYMBOLIC_NAMES = makeSymbolicNames(); @@ -230,9 +234,9 @@ public final SingleStatementContext singleStatement() throws RecognitionExceptio try { enterOuterAlt(_localctx, 1); { - setState(140); + setState(142); query(0); - setState(141); + setState(143); match(EOF); } } @@ -328,11 +332,11 @@ private QueryContext query(int _p) throws RecognitionException { _ctx = _localctx; _prevctx = _localctx; - setState(144); + setState(146); sourceCommand(); } _ctx.stop = _input.LT(-1); - setState(151); + setState(153); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,0,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { @@ -343,16 +347,16 @@ private QueryContext query(int _p) throws RecognitionException { { _localctx = new CompositeQueryContext(new QueryContext(_parentctx, _parentState)); pushNewRecursionContext(_localctx, _startState, RULE_query); - setState(146); + setState(148); if (!(precpred(_ctx, 1))) throw new FailedPredicateException(this, "precpred(_ctx, 1)"); - setState(147); + setState(149); match(PIPE); - setState(148); + setState(150); processingCommand(); } } } - setState(153); + setState(155); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,0,_ctx); } @@ -410,43 +414,43 @@ public final SourceCommandContext sourceCommand() throws RecognitionException { SourceCommandContext _localctx = new SourceCommandContext(_ctx, getState()); enterRule(_localctx, 4, RULE_sourceCommand); try { - setState(160); + setState(162); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,1,_ctx) ) { case 1: enterOuterAlt(_localctx, 1); { - setState(154); + setState(156); explainCommand(); } break; case 2: enterOuterAlt(_localctx, 2); { - setState(155); + setState(157); fromCommand(); } break; case 3: enterOuterAlt(_localctx, 3); { - setState(156); + setState(158); rowCommand(); } break; case 4: enterOuterAlt(_localctx, 4); { - setState(157); + setState(159); showCommand(); } break; case 5: enterOuterAlt(_localctx, 5); { - setState(158); + setState(160); if (!(this.isDevVersion())) throw new FailedPredicateException(this, "this.isDevVersion()"); - setState(159); + setState(161); metricsCommand(); } break; @@ -504,6 +508,9 @@ public MvExpandCommandContext mvExpandCommand() { public JoinCommandContext joinCommand() { return getRuleContext(JoinCommandContext.class,0); } + public ChangePointCommandContext changePointCommand() { + return getRuleContext(ChangePointCommandContext.class,0); + } public InlinestatsCommandContext inlinestatsCommand() { return getRuleContext(InlinestatsCommandContext.class,0); } @@ -534,115 +541,122 @@ public final ProcessingCommandContext processingCommand() throws RecognitionExce ProcessingCommandContext _localctx = new ProcessingCommandContext(_ctx, getState()); enterRule(_localctx, 6, RULE_processingCommand); try { - setState(179); + setState(182); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,2,_ctx) ) { case 1: enterOuterAlt(_localctx, 1); { - setState(162); + setState(164); evalCommand(); } break; case 2: enterOuterAlt(_localctx, 2); { - setState(163); + setState(165); whereCommand(); } break; case 3: enterOuterAlt(_localctx, 3); { - setState(164); + setState(166); keepCommand(); } break; case 4: enterOuterAlt(_localctx, 4); { - setState(165); + setState(167); limitCommand(); } break; case 5: enterOuterAlt(_localctx, 5); { - setState(166); + setState(168); statsCommand(); } break; case 6: enterOuterAlt(_localctx, 6); { - setState(167); + setState(169); sortCommand(); } break; case 7: enterOuterAlt(_localctx, 7); { - setState(168); + setState(170); dropCommand(); } break; case 8: enterOuterAlt(_localctx, 8); { - setState(169); + setState(171); renameCommand(); } break; case 9: enterOuterAlt(_localctx, 9); { - setState(170); + setState(172); dissectCommand(); } break; case 10: enterOuterAlt(_localctx, 10); { - setState(171); + setState(173); grokCommand(); } break; case 11: enterOuterAlt(_localctx, 11); { - setState(172); + setState(174); enrichCommand(); } break; case 12: enterOuterAlt(_localctx, 12); { - setState(173); + setState(175); mvExpandCommand(); } break; case 13: enterOuterAlt(_localctx, 13); { - setState(174); + setState(176); joinCommand(); } break; case 14: enterOuterAlt(_localctx, 14); { - setState(175); - if (!(this.isDevVersion())) throw new FailedPredicateException(this, "this.isDevVersion()"); - setState(176); - inlinestatsCommand(); + setState(177); + changePointCommand(); } break; case 15: enterOuterAlt(_localctx, 15); { - setState(177); - if (!(this.isDevVersion())) throw new FailedPredicateException(this, "this.isDevVersion()"); setState(178); + if (!(this.isDevVersion())) throw new FailedPredicateException(this, "this.isDevVersion()"); + setState(179); + inlinestatsCommand(); + } + break; + case 16: + enterOuterAlt(_localctx, 16); + { + setState(180); + if (!(this.isDevVersion())) throw new FailedPredicateException(this, "this.isDevVersion()"); + setState(181); lookupCommand(); } break; @@ -691,9 +705,9 @@ public final WhereCommandContext whereCommand() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(181); + setState(184); match(WHERE); - setState(182); + setState(185); booleanExpression(0); } } @@ -909,7 +923,7 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc int _alt; enterOuterAlt(_localctx, 1); { - setState(213); + setState(216); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,6,_ctx) ) { case 1: @@ -918,9 +932,9 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc _ctx = _localctx; _prevctx = _localctx; - setState(185); + setState(188); match(NOT); - setState(186); + setState(189); booleanExpression(8); } break; @@ -929,7 +943,7 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc _localctx = new BooleanDefaultContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(187); + setState(190); valueExpression(); } break; @@ -938,7 +952,7 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc _localctx = new RegexExpressionContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(188); + setState(191); regexBooleanExpression(); } break; @@ -947,41 +961,41 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc _localctx = new LogicalInContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(189); + setState(192); valueExpression(); - setState(191); + setState(194); _errHandler.sync(this); _la = _input.LA(1); if (_la==NOT) { { - setState(190); + setState(193); match(NOT); } } - setState(193); + setState(196); match(IN); - setState(194); + setState(197); match(LP); - setState(195); + setState(198); valueExpression(); - setState(200); + setState(203); _errHandler.sync(this); _la = _input.LA(1); while (_la==COMMA) { { { - setState(196); + setState(199); match(COMMA); - setState(197); + setState(200); valueExpression(); } } - setState(202); + setState(205); _errHandler.sync(this); _la = _input.LA(1); } - setState(203); + setState(206); match(RP); } break; @@ -990,21 +1004,21 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc _localctx = new IsNullContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(205); + setState(208); valueExpression(); - setState(206); + setState(209); match(IS); - setState(208); + setState(211); _errHandler.sync(this); _la = _input.LA(1); if (_la==NOT) { { - setState(207); + setState(210); match(NOT); } } - setState(210); + setState(213); match(NULL); } break; @@ -1013,13 +1027,13 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc _localctx = new MatchExpressionContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(212); + setState(215); matchBooleanExpression(); } break; } _ctx.stop = _input.LT(-1); - setState(223); + setState(226); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,8,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { @@ -1027,7 +1041,7 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc if ( _parseListeners!=null ) triggerExitRuleEvent(); _prevctx = _localctx; { - setState(221); + setState(224); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,7,_ctx) ) { case 1: @@ -1035,11 +1049,11 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc _localctx = new LogicalBinaryContext(new BooleanExpressionContext(_parentctx, _parentState)); ((LogicalBinaryContext)_localctx).left = _prevctx; pushNewRecursionContext(_localctx, _startState, RULE_booleanExpression); - setState(215); + setState(218); if (!(precpred(_ctx, 5))) throw new FailedPredicateException(this, "precpred(_ctx, 5)"); - setState(216); + setState(219); ((LogicalBinaryContext)_localctx).operator = match(AND); - setState(217); + setState(220); ((LogicalBinaryContext)_localctx).right = booleanExpression(6); } break; @@ -1048,18 +1062,18 @@ private BooleanExpressionContext booleanExpression(int _p) throws RecognitionExc _localctx = new LogicalBinaryContext(new BooleanExpressionContext(_parentctx, _parentState)); ((LogicalBinaryContext)_localctx).left = _prevctx; pushNewRecursionContext(_localctx, _startState, RULE_booleanExpression); - setState(218); + setState(221); if (!(precpred(_ctx, 4))) throw new FailedPredicateException(this, "precpred(_ctx, 4)"); - setState(219); + setState(222); ((LogicalBinaryContext)_localctx).operator = match(OR); - setState(220); + setState(223); ((LogicalBinaryContext)_localctx).right = booleanExpression(5); } break; } } } - setState(225); + setState(228); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,8,_ctx); } @@ -1114,48 +1128,48 @@ public final RegexBooleanExpressionContext regexBooleanExpression() throws Recog enterRule(_localctx, 12, RULE_regexBooleanExpression); int _la; try { - setState(240); + setState(243); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,11,_ctx) ) { case 1: enterOuterAlt(_localctx, 1); { - setState(226); + setState(229); valueExpression(); - setState(228); + setState(231); _errHandler.sync(this); _la = _input.LA(1); if (_la==NOT) { { - setState(227); + setState(230); match(NOT); } } - setState(230); + setState(233); ((RegexBooleanExpressionContext)_localctx).kind = match(LIKE); - setState(231); + setState(234); ((RegexBooleanExpressionContext)_localctx).pattern = string(); } break; case 2: enterOuterAlt(_localctx, 2); { - setState(233); + setState(236); valueExpression(); - setState(235); + setState(238); _errHandler.sync(this); _la = _input.LA(1); if (_la==NOT) { { - setState(234); + setState(237); match(NOT); } } - setState(237); + setState(240); ((RegexBooleanExpressionContext)_localctx).kind = match(RLIKE); - setState(238); + setState(241); ((RegexBooleanExpressionContext)_localctx).pattern = string(); } break; @@ -1215,23 +1229,23 @@ public final MatchBooleanExpressionContext matchBooleanExpression() throws Recog try { enterOuterAlt(_localctx, 1); { - setState(242); - ((MatchBooleanExpressionContext)_localctx).fieldExp = qualifiedName(); setState(245); + ((MatchBooleanExpressionContext)_localctx).fieldExp = qualifiedName(); + setState(248); _errHandler.sync(this); _la = _input.LA(1); if (_la==CAST_OP) { { - setState(243); + setState(246); match(CAST_OP); - setState(244); + setState(247); ((MatchBooleanExpressionContext)_localctx).fieldType = dataType(); } } - setState(247); + setState(250); match(COLON); - setState(248); + setState(251); ((MatchBooleanExpressionContext)_localctx).matchQuery = constant(); } } @@ -1315,14 +1329,14 @@ public final ValueExpressionContext valueExpression() throws RecognitionExceptio ValueExpressionContext _localctx = new ValueExpressionContext(_ctx, getState()); enterRule(_localctx, 16, RULE_valueExpression); try { - setState(255); + setState(258); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,13,_ctx) ) { case 1: _localctx = new ValueExpressionDefaultContext(_localctx); enterOuterAlt(_localctx, 1); { - setState(250); + setState(253); operatorExpression(0); } break; @@ -1330,11 +1344,11 @@ public final ValueExpressionContext valueExpression() throws RecognitionExceptio _localctx = new ComparisonContext(_localctx); enterOuterAlt(_localctx, 2); { - setState(251); + setState(254); ((ComparisonContext)_localctx).left = operatorExpression(0); - setState(252); + setState(255); comparisonOperator(); - setState(253); + setState(256); ((ComparisonContext)_localctx).right = operatorExpression(0); } break; @@ -1459,7 +1473,7 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE int _alt; enterOuterAlt(_localctx, 1); { - setState(261); + setState(264); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,14,_ctx) ) { case 1: @@ -1468,7 +1482,7 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE _ctx = _localctx; _prevctx = _localctx; - setState(258); + setState(261); primaryExpression(0); } break; @@ -1477,7 +1491,7 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE _localctx = new ArithmeticUnaryContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(259); + setState(262); ((ArithmeticUnaryContext)_localctx).operator = _input.LT(1); _la = _input.LA(1); if ( !(_la==PLUS || _la==MINUS) ) { @@ -1488,13 +1502,13 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE _errHandler.reportMatch(this); consume(); } - setState(260); + setState(263); operatorExpression(3); } break; } _ctx.stop = _input.LT(-1); - setState(271); + setState(274); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,16,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { @@ -1502,7 +1516,7 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE if ( _parseListeners!=null ) triggerExitRuleEvent(); _prevctx = _localctx; { - setState(269); + setState(272); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,15,_ctx) ) { case 1: @@ -1510,12 +1524,12 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE _localctx = new ArithmeticBinaryContext(new OperatorExpressionContext(_parentctx, _parentState)); ((ArithmeticBinaryContext)_localctx).left = _prevctx; pushNewRecursionContext(_localctx, _startState, RULE_operatorExpression); - setState(263); + setState(266); if (!(precpred(_ctx, 2))) throw new FailedPredicateException(this, "precpred(_ctx, 2)"); - setState(264); + setState(267); ((ArithmeticBinaryContext)_localctx).operator = _input.LT(1); _la = _input.LA(1); - if ( !(((((_la - 65)) & ~0x3f) == 0 && ((1L << (_la - 65)) & 7L) != 0)) ) { + if ( !(((((_la - 66)) & ~0x3f) == 0 && ((1L << (_la - 66)) & 7L) != 0)) ) { ((ArithmeticBinaryContext)_localctx).operator = (Token)_errHandler.recoverInline(this); } else { @@ -1523,7 +1537,7 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE _errHandler.reportMatch(this); consume(); } - setState(265); + setState(268); ((ArithmeticBinaryContext)_localctx).right = operatorExpression(3); } break; @@ -1532,9 +1546,9 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE _localctx = new ArithmeticBinaryContext(new OperatorExpressionContext(_parentctx, _parentState)); ((ArithmeticBinaryContext)_localctx).left = _prevctx; pushNewRecursionContext(_localctx, _startState, RULE_operatorExpression); - setState(266); + setState(269); if (!(precpred(_ctx, 1))) throw new FailedPredicateException(this, "precpred(_ctx, 1)"); - setState(267); + setState(270); ((ArithmeticBinaryContext)_localctx).operator = _input.LT(1); _la = _input.LA(1); if ( !(_la==PLUS || _la==MINUS) ) { @@ -1545,14 +1559,14 @@ private OperatorExpressionContext operatorExpression(int _p) throws RecognitionE _errHandler.reportMatch(this); consume(); } - setState(268); + setState(271); ((ArithmeticBinaryContext)_localctx).right = operatorExpression(2); } break; } } } - setState(273); + setState(276); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,16,_ctx); } @@ -1710,7 +1724,7 @@ private PrimaryExpressionContext primaryExpression(int _p) throws RecognitionExc int _alt; enterOuterAlt(_localctx, 1); { - setState(282); + setState(285); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,17,_ctx) ) { case 1: @@ -1719,7 +1733,7 @@ private PrimaryExpressionContext primaryExpression(int _p) throws RecognitionExc _ctx = _localctx; _prevctx = _localctx; - setState(275); + setState(278); constant(); } break; @@ -1728,7 +1742,7 @@ private PrimaryExpressionContext primaryExpression(int _p) throws RecognitionExc _localctx = new DereferenceContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(276); + setState(279); qualifiedName(); } break; @@ -1737,7 +1751,7 @@ private PrimaryExpressionContext primaryExpression(int _p) throws RecognitionExc _localctx = new FunctionContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(277); + setState(280); functionExpression(); } break; @@ -1746,17 +1760,17 @@ private PrimaryExpressionContext primaryExpression(int _p) throws RecognitionExc _localctx = new ParenthesizedExpressionContext(_localctx); _ctx = _localctx; _prevctx = _localctx; - setState(278); + setState(281); match(LP); - setState(279); + setState(282); booleanExpression(0); - setState(280); + setState(283); match(RP); } break; } _ctx.stop = _input.LT(-1); - setState(289); + setState(292); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,18,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { @@ -1767,16 +1781,16 @@ private PrimaryExpressionContext primaryExpression(int _p) throws RecognitionExc { _localctx = new InlineCastContext(new PrimaryExpressionContext(_parentctx, _parentState)); pushNewRecursionContext(_localctx, _startState, RULE_primaryExpression); - setState(284); + setState(287); if (!(precpred(_ctx, 1))) throw new FailedPredicateException(this, "precpred(_ctx, 1)"); - setState(285); + setState(288); match(CAST_OP); - setState(286); + setState(289); dataType(); } } } - setState(291); + setState(294); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,18,_ctx); } @@ -1842,16 +1856,16 @@ public final FunctionExpressionContext functionExpression() throws RecognitionEx int _alt; enterOuterAlt(_localctx, 1); { - setState(292); + setState(295); functionName(); - setState(293); + setState(296); match(LP); - setState(307); + setState(310); _errHandler.sync(this); switch (_input.LA(1)) { case ASTERISK: { - setState(294); + setState(297); match(ASTERISK); } break; @@ -1874,34 +1888,34 @@ public final FunctionExpressionContext functionExpression() throws RecognitionEx case QUOTED_IDENTIFIER: { { - setState(295); + setState(298); booleanExpression(0); - setState(300); + setState(303); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,19,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(296); + setState(299); match(COMMA); - setState(297); + setState(300); booleanExpression(0); } } } - setState(302); + setState(305); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,19,_ctx); } - setState(305); + setState(308); _errHandler.sync(this); _la = _input.LA(1); if (_la==COMMA) { { - setState(303); + setState(306); match(COMMA); - setState(304); + setState(307); mapExpression(); } } @@ -1914,7 +1928,7 @@ public final FunctionExpressionContext functionExpression() throws RecognitionEx default: break; } - setState(309); + setState(312); match(RP); } } @@ -1960,7 +1974,7 @@ public final FunctionNameContext functionName() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(311); + setState(314); identifierOrParameter(); } } @@ -2016,27 +2030,27 @@ public final MapExpressionContext mapExpression() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(313); + setState(316); match(LEFT_BRACES); - setState(314); + setState(317); entryExpression(); - setState(319); + setState(322); _errHandler.sync(this); _la = _input.LA(1); while (_la==COMMA) { { { - setState(315); + setState(318); match(COMMA); - setState(316); + setState(319); entryExpression(); } } - setState(321); + setState(324); _errHandler.sync(this); _la = _input.LA(1); } - setState(322); + setState(325); match(RIGHT_BRACES); } } @@ -2088,11 +2102,11 @@ public final EntryExpressionContext entryExpression() throws RecognitionExceptio try { enterOuterAlt(_localctx, 1); { - setState(324); + setState(327); ((EntryExpressionContext)_localctx).key = string(); - setState(325); + setState(328); match(COLON); - setState(326); + setState(329); ((EntryExpressionContext)_localctx).value = constant(); } } @@ -2150,7 +2164,7 @@ public final DataTypeContext dataType() throws RecognitionException { _localctx = new ToDataTypeContext(_localctx); enterOuterAlt(_localctx, 1); { - setState(328); + setState(331); identifier(); } } @@ -2197,9 +2211,9 @@ public final RowCommandContext rowCommand() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(330); + setState(333); match(ROW); - setState(331); + setState(334); fields(); } } @@ -2253,23 +2267,23 @@ public final FieldsContext fields() throws RecognitionException { int _alt; enterOuterAlt(_localctx, 1); { - setState(333); + setState(336); field(); - setState(338); + setState(341); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,23,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(334); + setState(337); match(COMMA); - setState(335); + setState(338); field(); } } } - setState(340); + setState(343); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,23,_ctx); } @@ -2321,19 +2335,19 @@ public final FieldContext field() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(344); + setState(347); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,24,_ctx) ) { case 1: { - setState(341); + setState(344); qualifiedName(); - setState(342); + setState(345); match(ASSIGN); } break; } - setState(346); + setState(349); booleanExpression(0); } } @@ -2391,34 +2405,34 @@ public final FromCommandContext fromCommand() throws RecognitionException { int _alt; enterOuterAlt(_localctx, 1); { - setState(348); + setState(351); match(FROM); - setState(349); + setState(352); indexPattern(); - setState(354); + setState(357); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,25,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(350); + setState(353); match(COMMA); - setState(351); + setState(354); indexPattern(); } } } - setState(356); + setState(359); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,25,_ctx); } - setState(358); + setState(361); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,26,_ctx) ) { case 1: { - setState(357); + setState(360); metadata(); } break; @@ -2473,43 +2487,43 @@ public final IndexPatternContext indexPattern() throws RecognitionException { IndexPatternContext _localctx = new IndexPatternContext(_ctx, getState()); enterRule(_localctx, 40, RULE_indexPattern); try { - setState(372); + setState(375); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,29,_ctx) ) { case 1: enterOuterAlt(_localctx, 1); { - setState(363); + setState(366); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,27,_ctx) ) { case 1: { - setState(360); + setState(363); clusterString(); - setState(361); + setState(364); match(COLON); } break; } - setState(365); + setState(368); indexString(); } break; case 2: enterOuterAlt(_localctx, 2); { - setState(366); + setState(369); if (!(this.isDevVersion())) throw new FailedPredicateException(this, "this.isDevVersion()"); - setState(367); - indexString(); setState(370); + indexString(); + setState(373); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,28,_ctx) ) { case 1: { - setState(368); + setState(371); match(CAST_OP); - setState(369); + setState(372); selectorString(); } break; @@ -2560,7 +2574,7 @@ public final ClusterStringContext clusterString() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(374); + setState(377); _la = _input.LA(1); if ( !(_la==QUOTED_STRING || _la==UNQUOTED_SOURCE) ) { _errHandler.recoverInline(this); @@ -2614,7 +2628,7 @@ public final SelectorStringContext selectorString() throws RecognitionException try { enterOuterAlt(_localctx, 1); { - setState(376); + setState(379); _la = _input.LA(1); if ( !(_la==QUOTED_STRING || _la==UNQUOTED_SOURCE) ) { _errHandler.recoverInline(this); @@ -2668,7 +2682,7 @@ public final IndexStringContext indexString() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(378); + setState(381); _la = _input.LA(1); if ( !(_la==QUOTED_STRING || _la==UNQUOTED_SOURCE) ) { _errHandler.recoverInline(this); @@ -2723,20 +2737,20 @@ public final MetadataContext metadata() throws RecognitionException { MetadataContext _localctx = new MetadataContext(_ctx, getState()); enterRule(_localctx, 48, RULE_metadata); try { - setState(382); + setState(385); _errHandler.sync(this); switch (_input.LA(1)) { case METADATA: enterOuterAlt(_localctx, 1); { - setState(380); + setState(383); metadataOption(); } break; case OPENING_BRACKET: enterOuterAlt(_localctx, 2); { - setState(381); + setState(384); deprecated_metadata(); } break; @@ -2793,25 +2807,25 @@ public final MetadataOptionContext metadataOption() throws RecognitionException int _alt; enterOuterAlt(_localctx, 1); { - setState(384); + setState(387); match(METADATA); - setState(385); + setState(388); match(UNQUOTED_SOURCE); - setState(390); + setState(393); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,31,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(386); + setState(389); match(COMMA); - setState(387); + setState(390); match(UNQUOTED_SOURCE); } } } - setState(392); + setState(395); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,31,_ctx); } @@ -2860,11 +2874,11 @@ public final Deprecated_metadataContext deprecated_metadata() throws Recognition try { enterOuterAlt(_localctx, 1); { - setState(393); + setState(396); match(OPENING_BRACKET); - setState(394); + setState(397); metadataOption(); - setState(395); + setState(398); match(CLOSING_BRACKET); } } @@ -2928,46 +2942,46 @@ public final MetricsCommandContext metricsCommand() throws RecognitionException int _alt; enterOuterAlt(_localctx, 1); { - setState(397); + setState(400); match(DEV_METRICS); - setState(398); + setState(401); indexPattern(); - setState(403); + setState(406); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,32,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(399); + setState(402); match(COMMA); - setState(400); + setState(403); indexPattern(); } } } - setState(405); + setState(408); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,32,_ctx); } - setState(407); + setState(410); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,33,_ctx) ) { case 1: { - setState(406); + setState(409); ((MetricsCommandContext)_localctx).aggregates = aggFields(); } break; } - setState(411); + setState(414); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,34,_ctx) ) { case 1: { - setState(409); + setState(412); match(BY); - setState(410); + setState(413); ((MetricsCommandContext)_localctx).grouping = fields(); } break; @@ -3017,9 +3031,9 @@ public final EvalCommandContext evalCommand() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(413); + setState(416); match(EVAL); - setState(414); + setState(417); fields(); } } @@ -3072,26 +3086,26 @@ public final StatsCommandContext statsCommand() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(416); + setState(419); match(STATS); - setState(418); + setState(421); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,35,_ctx) ) { case 1: { - setState(417); + setState(420); ((StatsCommandContext)_localctx).stats = aggFields(); } break; } - setState(422); + setState(425); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,36,_ctx) ) { case 1: { - setState(420); + setState(423); match(BY); - setState(421); + setState(424); ((StatsCommandContext)_localctx).grouping = fields(); } break; @@ -3148,23 +3162,23 @@ public final AggFieldsContext aggFields() throws RecognitionException { int _alt; enterOuterAlt(_localctx, 1); { - setState(424); + setState(427); aggField(); - setState(429); + setState(432); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,37,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(425); + setState(428); match(COMMA); - setState(426); + setState(429); aggField(); } } } - setState(431); + setState(434); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,37,_ctx); } @@ -3216,16 +3230,16 @@ public final AggFieldContext aggField() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(432); - field(); setState(435); + field(); + setState(438); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,38,_ctx) ) { case 1: { - setState(433); + setState(436); match(WHERE); - setState(434); + setState(437); booleanExpression(0); } break; @@ -3282,23 +3296,23 @@ public final QualifiedNameContext qualifiedName() throws RecognitionException { int _alt; enterOuterAlt(_localctx, 1); { - setState(437); + setState(440); identifierOrParameter(); - setState(442); + setState(445); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,39,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(438); + setState(441); match(DOT); - setState(439); + setState(442); identifierOrParameter(); } } } - setState(444); + setState(447); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,39,_ctx); } @@ -3354,23 +3368,23 @@ public final QualifiedNamePatternContext qualifiedNamePattern() throws Recogniti int _alt; enterOuterAlt(_localctx, 1); { - setState(445); + setState(448); identifierPattern(); - setState(450); + setState(453); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,40,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(446); + setState(449); match(DOT); - setState(447); + setState(450); identifierPattern(); } } } - setState(452); + setState(455); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,40,_ctx); } @@ -3426,23 +3440,23 @@ public final QualifiedNamePatternsContext qualifiedNamePatterns() throws Recogni int _alt; enterOuterAlt(_localctx, 1); { - setState(453); + setState(456); qualifiedNamePattern(); - setState(458); + setState(461); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,41,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(454); + setState(457); match(COMMA); - setState(455); + setState(458); qualifiedNamePattern(); } } } - setState(460); + setState(463); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,41,_ctx); } @@ -3490,7 +3504,7 @@ public final IdentifierContext identifier() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(461); + setState(464); _la = _input.LA(1); if ( !(_la==UNQUOTED_IDENTIFIER || _la==QUOTED_IDENTIFIER) ) { _errHandler.recoverInline(this); @@ -3546,13 +3560,13 @@ public final IdentifierPatternContext identifierPattern() throws RecognitionExce IdentifierPatternContext _localctx = new IdentifierPatternContext(_ctx, getState()); enterRule(_localctx, 72, RULE_identifierPattern); try { - setState(466); + setState(469); _errHandler.sync(this); switch (_input.LA(1)) { case ID_PATTERN: enterOuterAlt(_localctx, 1); { - setState(463); + setState(466); match(ID_PATTERN); } break; @@ -3560,7 +3574,7 @@ public final IdentifierPatternContext identifierPattern() throws RecognitionExce case NAMED_OR_POSITIONAL_PARAM: enterOuterAlt(_localctx, 2); { - setState(464); + setState(467); parameter(); } break; @@ -3568,7 +3582,7 @@ public final IdentifierPatternContext identifierPattern() throws RecognitionExce case NAMED_OR_POSITIONAL_DOUBLE_PARAMS: enterOuterAlt(_localctx, 3); { - setState(465); + setState(468); doubleParameter(); } break; @@ -3843,14 +3857,14 @@ public final ConstantContext constant() throws RecognitionException { enterRule(_localctx, 74, RULE_constant); int _la; try { - setState(510); + setState(513); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,46,_ctx) ) { case 1: _localctx = new NullLiteralContext(_localctx); enterOuterAlt(_localctx, 1); { - setState(468); + setState(471); match(NULL); } break; @@ -3858,9 +3872,9 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new QualifiedIntegerLiteralContext(_localctx); enterOuterAlt(_localctx, 2); { - setState(469); + setState(472); integerValue(); - setState(470); + setState(473); match(UNQUOTED_IDENTIFIER); } break; @@ -3868,7 +3882,7 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new DecimalLiteralContext(_localctx); enterOuterAlt(_localctx, 3); { - setState(472); + setState(475); decimalValue(); } break; @@ -3876,7 +3890,7 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new IntegerLiteralContext(_localctx); enterOuterAlt(_localctx, 4); { - setState(473); + setState(476); integerValue(); } break; @@ -3884,7 +3898,7 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new BooleanLiteralContext(_localctx); enterOuterAlt(_localctx, 5); { - setState(474); + setState(477); booleanValue(); } break; @@ -3892,7 +3906,7 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new InputParameterContext(_localctx); enterOuterAlt(_localctx, 6); { - setState(475); + setState(478); parameter(); } break; @@ -3900,7 +3914,7 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new StringLiteralContext(_localctx); enterOuterAlt(_localctx, 7); { - setState(476); + setState(479); string(); } break; @@ -3908,27 +3922,27 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new NumericArrayLiteralContext(_localctx); enterOuterAlt(_localctx, 8); { - setState(477); + setState(480); match(OPENING_BRACKET); - setState(478); + setState(481); numericValue(); - setState(483); + setState(486); _errHandler.sync(this); _la = _input.LA(1); while (_la==COMMA) { { { - setState(479); + setState(482); match(COMMA); - setState(480); + setState(483); numericValue(); } } - setState(485); + setState(488); _errHandler.sync(this); _la = _input.LA(1); } - setState(486); + setState(489); match(CLOSING_BRACKET); } break; @@ -3936,27 +3950,27 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new BooleanArrayLiteralContext(_localctx); enterOuterAlt(_localctx, 9); { - setState(488); + setState(491); match(OPENING_BRACKET); - setState(489); + setState(492); booleanValue(); - setState(494); + setState(497); _errHandler.sync(this); _la = _input.LA(1); while (_la==COMMA) { { { - setState(490); + setState(493); match(COMMA); - setState(491); + setState(494); booleanValue(); } } - setState(496); + setState(499); _errHandler.sync(this); _la = _input.LA(1); } - setState(497); + setState(500); match(CLOSING_BRACKET); } break; @@ -3964,27 +3978,27 @@ public final ConstantContext constant() throws RecognitionException { _localctx = new StringArrayLiteralContext(_localctx); enterOuterAlt(_localctx, 10); { - setState(499); + setState(502); match(OPENING_BRACKET); - setState(500); + setState(503); string(); - setState(505); + setState(508); _errHandler.sync(this); _la = _input.LA(1); while (_la==COMMA) { { { - setState(501); + setState(504); match(COMMA); - setState(502); + setState(505); string(); } } - setState(507); + setState(510); _errHandler.sync(this); _la = _input.LA(1); } - setState(508); + setState(511); match(CLOSING_BRACKET); } break; @@ -4058,14 +4072,14 @@ public final ParameterContext parameter() throws RecognitionException { ParameterContext _localctx = new ParameterContext(_ctx, getState()); enterRule(_localctx, 76, RULE_parameter); try { - setState(514); + setState(517); _errHandler.sync(this); switch (_input.LA(1)) { case PARAM: _localctx = new InputParamContext(_localctx); enterOuterAlt(_localctx, 1); { - setState(512); + setState(515); match(PARAM); } break; @@ -4073,7 +4087,7 @@ public final ParameterContext parameter() throws RecognitionException { _localctx = new InputNamedOrPositionalParamContext(_localctx); enterOuterAlt(_localctx, 2); { - setState(513); + setState(516); match(NAMED_OR_POSITIONAL_PARAM); } break; @@ -4149,14 +4163,14 @@ public final DoubleParameterContext doubleParameter() throws RecognitionExceptio DoubleParameterContext _localctx = new DoubleParameterContext(_ctx, getState()); enterRule(_localctx, 78, RULE_doubleParameter); try { - setState(518); + setState(521); _errHandler.sync(this); switch (_input.LA(1)) { case DOUBLE_PARAMS: _localctx = new InputDoubleParamsContext(_localctx); enterOuterAlt(_localctx, 1); { - setState(516); + setState(519); match(DOUBLE_PARAMS); } break; @@ -4164,7 +4178,7 @@ public final DoubleParameterContext doubleParameter() throws RecognitionExceptio _localctx = new InputNamedOrPositionalDoubleParamsContext(_localctx); enterOuterAlt(_localctx, 2); { - setState(517); + setState(520); match(NAMED_OR_POSITIONAL_DOUBLE_PARAMS); } break; @@ -4218,14 +4232,14 @@ public final IdentifierOrParameterContext identifierOrParameter() throws Recogni IdentifierOrParameterContext _localctx = new IdentifierOrParameterContext(_ctx, getState()); enterRule(_localctx, 80, RULE_identifierOrParameter); try { - setState(523); + setState(526); _errHandler.sync(this); switch (_input.LA(1)) { case UNQUOTED_IDENTIFIER: case QUOTED_IDENTIFIER: enterOuterAlt(_localctx, 1); { - setState(520); + setState(523); identifier(); } break; @@ -4233,7 +4247,7 @@ public final IdentifierOrParameterContext identifierOrParameter() throws Recogni case NAMED_OR_POSITIONAL_PARAM: enterOuterAlt(_localctx, 2); { - setState(521); + setState(524); parameter(); } break; @@ -4241,7 +4255,7 @@ public final IdentifierOrParameterContext identifierOrParameter() throws Recogni case NAMED_OR_POSITIONAL_DOUBLE_PARAMS: enterOuterAlt(_localctx, 3); { - setState(522); + setState(525); doubleParameter(); } break; @@ -4290,9 +4304,9 @@ public final LimitCommandContext limitCommand() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(525); + setState(528); match(LIMIT); - setState(526); + setState(529); match(INTEGER_LITERAL); } } @@ -4347,25 +4361,25 @@ public final SortCommandContext sortCommand() throws RecognitionException { int _alt; enterOuterAlt(_localctx, 1); { - setState(528); + setState(531); match(SORT); - setState(529); + setState(532); orderExpression(); - setState(534); + setState(537); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,50,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(530); + setState(533); match(COMMA); - setState(531); + setState(534); orderExpression(); } } } - setState(536); + setState(539); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,50,_ctx); } @@ -4421,14 +4435,14 @@ public final OrderExpressionContext orderExpression() throws RecognitionExceptio try { enterOuterAlt(_localctx, 1); { - setState(537); + setState(540); booleanExpression(0); - setState(539); + setState(542); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,51,_ctx) ) { case 1: { - setState(538); + setState(541); ((OrderExpressionContext)_localctx).ordering = _input.LT(1); _la = _input.LA(1); if ( !(_la==ASC || _la==DESC) ) { @@ -4442,14 +4456,14 @@ public final OrderExpressionContext orderExpression() throws RecognitionExceptio } break; } - setState(543); + setState(546); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,52,_ctx) ) { case 1: { - setState(541); + setState(544); match(NULLS); - setState(542); + setState(545); ((OrderExpressionContext)_localctx).nullOrdering = _input.LT(1); _la = _input.LA(1); if ( !(_la==FIRST || _la==LAST) ) { @@ -4508,9 +4522,9 @@ public final KeepCommandContext keepCommand() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(545); + setState(548); match(KEEP); - setState(546); + setState(549); qualifiedNamePatterns(); } } @@ -4557,9 +4571,9 @@ public final DropCommandContext dropCommand() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(548); + setState(551); match(DROP); - setState(549); + setState(552); qualifiedNamePatterns(); } } @@ -4614,25 +4628,25 @@ public final RenameCommandContext renameCommand() throws RecognitionException { int _alt; enterOuterAlt(_localctx, 1); { - setState(551); + setState(554); match(RENAME); - setState(552); + setState(555); renameClause(); - setState(557); + setState(560); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,53,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(553); + setState(556); match(COMMA); - setState(554); + setState(557); renameClause(); } } } - setState(559); + setState(562); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,53,_ctx); } @@ -4686,11 +4700,11 @@ public final RenameClauseContext renameClause() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(560); + setState(563); ((RenameClauseContext)_localctx).oldName = qualifiedNamePattern(); - setState(561); + setState(564); match(AS); - setState(562); + setState(565); ((RenameClauseContext)_localctx).newName = qualifiedNamePattern(); } } @@ -4743,18 +4757,18 @@ public final DissectCommandContext dissectCommand() throws RecognitionException try { enterOuterAlt(_localctx, 1); { - setState(564); + setState(567); match(DISSECT); - setState(565); + setState(568); primaryExpression(0); - setState(566); + setState(569); string(); - setState(568); + setState(571); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,54,_ctx) ) { case 1: { - setState(567); + setState(570); commandOptions(); } break; @@ -4807,11 +4821,11 @@ public final GrokCommandContext grokCommand() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(570); + setState(573); match(GROK); - setState(571); + setState(574); primaryExpression(0); - setState(572); + setState(575); string(); } } @@ -4858,9 +4872,9 @@ public final MvExpandCommandContext mvExpandCommand() throws RecognitionExceptio try { enterOuterAlt(_localctx, 1); { - setState(574); + setState(577); match(MV_EXPAND); - setState(575); + setState(578); qualifiedName(); } } @@ -4914,23 +4928,23 @@ public final CommandOptionsContext commandOptions() throws RecognitionException int _alt; enterOuterAlt(_localctx, 1); { - setState(577); + setState(580); commandOption(); - setState(582); + setState(585); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,55,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(578); + setState(581); match(COMMA); - setState(579); + setState(582); commandOption(); } } } - setState(584); + setState(587); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,55,_ctx); } @@ -4982,11 +4996,11 @@ public final CommandOptionContext commandOption() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(585); + setState(588); identifier(); - setState(586); + setState(589); match(ASSIGN); - setState(587); + setState(590); constant(); } } @@ -5032,7 +5046,7 @@ public final BooleanValueContext booleanValue() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(589); + setState(592); _la = _input.LA(1); if ( !(_la==FALSE || _la==TRUE) ) { _errHandler.recoverInline(this); @@ -5087,20 +5101,20 @@ public final NumericValueContext numericValue() throws RecognitionException { NumericValueContext _localctx = new NumericValueContext(_ctx, getState()); enterRule(_localctx, 108, RULE_numericValue); try { - setState(593); + setState(596); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,56,_ctx) ) { case 1: enterOuterAlt(_localctx, 1); { - setState(591); + setState(594); decimalValue(); } break; case 2: enterOuterAlt(_localctx, 2); { - setState(592); + setState(595); integerValue(); } break; @@ -5149,12 +5163,12 @@ public final DecimalValueContext decimalValue() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(596); + setState(599); _errHandler.sync(this); _la = _input.LA(1); if (_la==PLUS || _la==MINUS) { { - setState(595); + setState(598); _la = _input.LA(1); if ( !(_la==PLUS || _la==MINUS) ) { _errHandler.recoverInline(this); @@ -5167,7 +5181,7 @@ public final DecimalValueContext decimalValue() throws RecognitionException { } } - setState(598); + setState(601); match(DECIMAL_LITERAL); } } @@ -5214,12 +5228,12 @@ public final IntegerValueContext integerValue() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(601); + setState(604); _errHandler.sync(this); _la = _input.LA(1); if (_la==PLUS || _la==MINUS) { { - setState(600); + setState(603); _la = _input.LA(1); if ( !(_la==PLUS || _la==MINUS) ) { _errHandler.recoverInline(this); @@ -5232,7 +5246,7 @@ public final IntegerValueContext integerValue() throws RecognitionException { } } - setState(603); + setState(606); match(INTEGER_LITERAL); } } @@ -5276,7 +5290,7 @@ public final StringContext string() throws RecognitionException { try { enterOuterAlt(_localctx, 1); { - setState(605); + setState(608); match(QUOTED_STRING); } } @@ -5326,9 +5340,9 @@ public final ComparisonOperatorContext comparisonOperator() throws RecognitionEx try { enterOuterAlt(_localctx, 1); { - setState(607); + setState(610); _la = _input.LA(1); - if ( !((((_la) & ~0x3f) == 0 && ((1L << _la) & 9007199254740992000L) != 0)) ) { + if ( !((((_la) & ~0x3f) == 0 && ((1L << _la) & -432345564227567616L) != 0)) ) { _errHandler.recoverInline(this); } else { @@ -5381,9 +5395,9 @@ public final ExplainCommandContext explainCommand() throws RecognitionException try { enterOuterAlt(_localctx, 1); { - setState(609); + setState(612); match(EXPLAIN); - setState(610); + setState(613); subqueryExpression(); } } @@ -5431,11 +5445,11 @@ public final SubqueryExpressionContext subqueryExpression() throws RecognitionEx try { enterOuterAlt(_localctx, 1); { - setState(612); + setState(615); match(OPENING_BRACKET); - setState(613); + setState(616); query(0); - setState(614); + setState(617); match(CLOSING_BRACKET); } } @@ -5492,9 +5506,9 @@ public final ShowCommandContext showCommand() throws RecognitionException { _localctx = new ShowInfoContext(_localctx); enterOuterAlt(_localctx, 1); { - setState(616); + setState(619); match(SHOW); - setState(617); + setState(620); match(INFO); } } @@ -5557,46 +5571,46 @@ public final EnrichCommandContext enrichCommand() throws RecognitionException { int _alt; enterOuterAlt(_localctx, 1); { - setState(619); + setState(622); match(ENRICH); - setState(620); - ((EnrichCommandContext)_localctx).policyName = match(ENRICH_POLICY_NAME); setState(623); + ((EnrichCommandContext)_localctx).policyName = match(ENRICH_POLICY_NAME); + setState(626); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,59,_ctx) ) { case 1: { - setState(621); + setState(624); match(ON); - setState(622); + setState(625); ((EnrichCommandContext)_localctx).matchField = qualifiedNamePattern(); } break; } - setState(634); + setState(637); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,61,_ctx) ) { case 1: { - setState(625); + setState(628); match(WITH); - setState(626); + setState(629); enrichWithClause(); - setState(631); + setState(634); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,60,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(627); + setState(630); match(COMMA); - setState(628); + setState(631); enrichWithClause(); } } } - setState(633); + setState(636); _errHandler.sync(this); _alt = getInterpreter().adaptivePredict(_input,60,_ctx); } @@ -5653,19 +5667,19 @@ public final EnrichWithClauseContext enrichWithClause() throws RecognitionExcept try { enterOuterAlt(_localctx, 1); { - setState(639); + setState(642); _errHandler.sync(this); switch ( getInterpreter().adaptivePredict(_input,62,_ctx) ) { case 1: { - setState(636); + setState(639); ((EnrichWithClauseContext)_localctx).newName = qualifiedNamePattern(); - setState(637); + setState(640); match(ASSIGN); } break; } - setState(641); + setState(644); ((EnrichWithClauseContext)_localctx).enrichField = qualifiedNamePattern(); } } @@ -5680,6 +5694,93 @@ public final EnrichWithClauseContext enrichWithClause() throws RecognitionExcept return _localctx; } + @SuppressWarnings("CheckReturnValue") + public static class ChangePointCommandContext extends ParserRuleContext { + public QualifiedNameContext value; + public QualifiedNameContext key; + public QualifiedNameContext targetType; + public QualifiedNameContext targetPvalue; + public TerminalNode CHANGE_POINT() { return getToken(EsqlBaseParser.CHANGE_POINT, 0); } + public List qualifiedName() { + return getRuleContexts(QualifiedNameContext.class); + } + public QualifiedNameContext qualifiedName(int i) { + return getRuleContext(QualifiedNameContext.class,i); + } + public TerminalNode ON() { return getToken(EsqlBaseParser.ON, 0); } + public TerminalNode AS() { return getToken(EsqlBaseParser.AS, 0); } + public TerminalNode COMMA() { return getToken(EsqlBaseParser.COMMA, 0); } + @SuppressWarnings("this-escape") + public ChangePointCommandContext(ParserRuleContext parent, int invokingState) { + super(parent, invokingState); + } + @Override public int getRuleIndex() { return RULE_changePointCommand; } + @Override + public void enterRule(ParseTreeListener listener) { + if ( listener instanceof EsqlBaseParserListener ) ((EsqlBaseParserListener)listener).enterChangePointCommand(this); + } + @Override + public void exitRule(ParseTreeListener listener) { + if ( listener instanceof EsqlBaseParserListener ) ((EsqlBaseParserListener)listener).exitChangePointCommand(this); + } + @Override + public T accept(ParseTreeVisitor visitor) { + if ( visitor instanceof EsqlBaseParserVisitor ) return ((EsqlBaseParserVisitor)visitor).visitChangePointCommand(this); + else return visitor.visitChildren(this); + } + } + + public final ChangePointCommandContext changePointCommand() throws RecognitionException { + ChangePointCommandContext _localctx = new ChangePointCommandContext(_ctx, getState()); + enterRule(_localctx, 128, RULE_changePointCommand); + try { + enterOuterAlt(_localctx, 1); + { + setState(646); + match(CHANGE_POINT); + setState(647); + ((ChangePointCommandContext)_localctx).value = qualifiedName(); + setState(650); + _errHandler.sync(this); + switch ( getInterpreter().adaptivePredict(_input,63,_ctx) ) { + case 1: + { + setState(648); + match(ON); + setState(649); + ((ChangePointCommandContext)_localctx).key = qualifiedName(); + } + break; + } + setState(657); + _errHandler.sync(this); + switch ( getInterpreter().adaptivePredict(_input,64,_ctx) ) { + case 1: + { + setState(652); + match(AS); + setState(653); + ((ChangePointCommandContext)_localctx).targetType = qualifiedName(); + setState(654); + match(COMMA); + setState(655); + ((ChangePointCommandContext)_localctx).targetPvalue = qualifiedName(); + } + break; + } + } + } + catch (RecognitionException re) { + _localctx.exception = re; + _errHandler.reportError(this, re); + _errHandler.recover(this, re); + } + finally { + exitRule(); + } + return _localctx; + } + @SuppressWarnings("CheckReturnValue") public static class LookupCommandContext extends ParserRuleContext { public IndexPatternContext tableName; @@ -5714,17 +5815,17 @@ public T accept(ParseTreeVisitor visitor) { public final LookupCommandContext lookupCommand() throws RecognitionException { LookupCommandContext _localctx = new LookupCommandContext(_ctx, getState()); - enterRule(_localctx, 128, RULE_lookupCommand); + enterRule(_localctx, 130, RULE_lookupCommand); try { enterOuterAlt(_localctx, 1); { - setState(643); + setState(659); match(DEV_LOOKUP); - setState(644); + setState(660); ((LookupCommandContext)_localctx).tableName = indexPattern(); - setState(645); + setState(661); match(ON); - setState(646); + setState(662); ((LookupCommandContext)_localctx).matchFields = qualifiedNamePatterns(); } } @@ -5773,22 +5874,22 @@ public T accept(ParseTreeVisitor visitor) { public final InlinestatsCommandContext inlinestatsCommand() throws RecognitionException { InlinestatsCommandContext _localctx = new InlinestatsCommandContext(_ctx, getState()); - enterRule(_localctx, 130, RULE_inlinestatsCommand); + enterRule(_localctx, 132, RULE_inlinestatsCommand); try { enterOuterAlt(_localctx, 1); { - setState(648); + setState(664); match(DEV_INLINESTATS); - setState(649); + setState(665); ((InlinestatsCommandContext)_localctx).stats = aggFields(); - setState(652); + setState(668); _errHandler.sync(this); - switch ( getInterpreter().adaptivePredict(_input,63,_ctx) ) { + switch ( getInterpreter().adaptivePredict(_input,65,_ctx) ) { case 1: { - setState(650); + setState(666); match(BY); - setState(651); + setState(667); ((InlinestatsCommandContext)_localctx).grouping = fields(); } break; @@ -5841,15 +5942,15 @@ public T accept(ParseTreeVisitor visitor) { public final JoinCommandContext joinCommand() throws RecognitionException { JoinCommandContext _localctx = new JoinCommandContext(_ctx, getState()); - enterRule(_localctx, 132, RULE_joinCommand); + enterRule(_localctx, 134, RULE_joinCommand); int _la; try { enterOuterAlt(_localctx, 1); { - setState(654); + setState(670); ((JoinCommandContext)_localctx).type = _input.LT(1); _la = _input.LA(1); - if ( !((((_la) & ~0x3f) == 0 && ((1L << _la) & 12713984L) != 0)) ) { + if ( !((((_la) & ~0x3f) == 0 && ((1L << _la) & 25296896L) != 0)) ) { ((JoinCommandContext)_localctx).type = (Token)_errHandler.recoverInline(this); } else { @@ -5857,11 +5958,11 @@ public final JoinCommandContext joinCommand() throws RecognitionException { _errHandler.reportMatch(this); consume(); } - setState(655); + setState(671); match(JOIN); - setState(656); + setState(672); joinTarget(); - setState(657); + setState(673); joinCondition(); } } @@ -5904,11 +6005,11 @@ public T accept(ParseTreeVisitor visitor) { public final JoinTargetContext joinTarget() throws RecognitionException { JoinTargetContext _localctx = new JoinTargetContext(_ctx, getState()); - enterRule(_localctx, 134, RULE_joinTarget); + enterRule(_localctx, 136, RULE_joinTarget); try { enterOuterAlt(_localctx, 1); { - setState(659); + setState(675); ((JoinTargetContext)_localctx).index = indexPattern(); } } @@ -5958,32 +6059,32 @@ public T accept(ParseTreeVisitor visitor) { public final JoinConditionContext joinCondition() throws RecognitionException { JoinConditionContext _localctx = new JoinConditionContext(_ctx, getState()); - enterRule(_localctx, 136, RULE_joinCondition); + enterRule(_localctx, 138, RULE_joinCondition); try { int _alt; enterOuterAlt(_localctx, 1); { - setState(661); + setState(677); match(ON); - setState(662); + setState(678); joinPredicate(); - setState(667); + setState(683); _errHandler.sync(this); - _alt = getInterpreter().adaptivePredict(_input,64,_ctx); + _alt = getInterpreter().adaptivePredict(_input,66,_ctx); while ( _alt!=2 && _alt!=org.antlr.v4.runtime.atn.ATN.INVALID_ALT_NUMBER ) { if ( _alt==1 ) { { { - setState(663); + setState(679); match(COMMA); - setState(664); + setState(680); joinPredicate(); } } } - setState(669); + setState(685); _errHandler.sync(this); - _alt = getInterpreter().adaptivePredict(_input,64,_ctx); + _alt = getInterpreter().adaptivePredict(_input,66,_ctx); } } } @@ -6025,11 +6126,11 @@ public T accept(ParseTreeVisitor visitor) { public final JoinPredicateContext joinPredicate() throws RecognitionException { JoinPredicateContext _localctx = new JoinPredicateContext(_ctx, getState()); - enterRule(_localctx, 138, RULE_joinPredicate); + enterRule(_localctx, 140, RULE_joinPredicate); try { enterOuterAlt(_localctx, 1); { - setState(670); + setState(686); valueExpression(); } } @@ -6120,7 +6221,7 @@ private boolean indexPattern_sempred(IndexPatternContext _localctx, int predInde } public static final String _serializedATN = - "\u0004\u0001\u0084\u02a1\u0002\u0000\u0007\u0000\u0002\u0001\u0007\u0001"+ + "\u0004\u0001\u0088\u02b1\u0002\u0000\u0007\u0000\u0002\u0001\u0007\u0001"+ "\u0002\u0002\u0007\u0002\u0002\u0003\u0007\u0003\u0002\u0004\u0007\u0004"+ "\u0002\u0005\u0007\u0005\u0002\u0006\u0007\u0006\u0002\u0007\u0007\u0007"+ "\u0002\b\u0007\b\u0002\t\u0007\t\u0002\n\u0007\n\u0002\u000b\u0007\u000b"+ @@ -6138,410 +6239,420 @@ private boolean indexPattern_sempred(IndexPatternContext _localctx, int predInde "6\u00027\u00077\u00028\u00078\u00029\u00079\u0002:\u0007:\u0002;\u0007"+ ";\u0002<\u0007<\u0002=\u0007=\u0002>\u0007>\u0002?\u0007?\u0002@\u0007"+ "@\u0002A\u0007A\u0002B\u0007B\u0002C\u0007C\u0002D\u0007D\u0002E\u0007"+ - "E\u0001\u0000\u0001\u0000\u0001\u0000\u0001\u0001\u0001\u0001\u0001\u0001"+ - "\u0001\u0001\u0001\u0001\u0001\u0001\u0005\u0001\u0096\b\u0001\n\u0001"+ - "\f\u0001\u0099\t\u0001\u0001\u0002\u0001\u0002\u0001\u0002\u0001\u0002"+ - "\u0001\u0002\u0001\u0002\u0003\u0002\u00a1\b\u0002\u0001\u0003\u0001\u0003"+ + "E\u0002F\u0007F\u0001\u0000\u0001\u0000\u0001\u0000\u0001\u0001\u0001"+ + "\u0001\u0001\u0001\u0001\u0001\u0001\u0001\u0001\u0001\u0005\u0001\u0098"+ + "\b\u0001\n\u0001\f\u0001\u009b\t\u0001\u0001\u0002\u0001\u0002\u0001\u0002"+ + "\u0001\u0002\u0001\u0002\u0001\u0002\u0003\u0002\u00a3\b\u0002\u0001\u0003"+ "\u0001\u0003\u0001\u0003\u0001\u0003\u0001\u0003\u0001\u0003\u0001\u0003"+ "\u0001\u0003\u0001\u0003\u0001\u0003\u0001\u0003\u0001\u0003\u0001\u0003"+ - "\u0001\u0003\u0001\u0003\u0001\u0003\u0003\u0003\u00b4\b\u0003\u0001\u0004"+ - "\u0001\u0004\u0001\u0004\u0001\u0005\u0001\u0005\u0001\u0005\u0001\u0005"+ - "\u0001\u0005\u0001\u0005\u0001\u0005\u0003\u0005\u00c0\b\u0005\u0001\u0005"+ - "\u0001\u0005\u0001\u0005\u0001\u0005\u0001\u0005\u0005\u0005\u00c7\b\u0005"+ - "\n\u0005\f\u0005\u00ca\t\u0005\u0001\u0005\u0001\u0005\u0001\u0005\u0001"+ - "\u0005\u0001\u0005\u0003\u0005\u00d1\b\u0005\u0001\u0005\u0001\u0005\u0001"+ - "\u0005\u0003\u0005\u00d6\b\u0005\u0001\u0005\u0001\u0005\u0001\u0005\u0001"+ - "\u0005\u0001\u0005\u0001\u0005\u0005\u0005\u00de\b\u0005\n\u0005\f\u0005"+ - "\u00e1\t\u0005\u0001\u0006\u0001\u0006\u0003\u0006\u00e5\b\u0006\u0001"+ - "\u0006\u0001\u0006\u0001\u0006\u0001\u0006\u0001\u0006\u0003\u0006\u00ec"+ - "\b\u0006\u0001\u0006\u0001\u0006\u0001\u0006\u0003\u0006\u00f1\b\u0006"+ - 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- "\u0001?\u0003?\u0280\b?\u0001?\u0001?\u0001@\u0001@\u0001@\u0001@\u0001"+ - "@\u0001A\u0001A\u0001A\u0001A\u0003A\u028d\bA\u0001B\u0001B\u0001B\u0001"+ - "B\u0001B\u0001C\u0001C\u0001D\u0001D\u0001D\u0001D\u0005D\u029a\bD\nD"+ - "\fD\u029d\tD\u0001E\u0001E\u0001E\u0000\u0004\u0002\n\u0012\u0014F\u0000"+ - "\u0002\u0004\u0006\b\n\f\u000e\u0010\u0012\u0014\u0016\u0018\u001a\u001c"+ - "\u001e \"$&(*,.02468:<>@BDFHJLNPRTVXZ\\^`bdfhjlnprtvxz|~\u0080\u0082\u0084"+ - "\u0086\u0088\u008a\u0000\t\u0001\u0000?@\u0001\u0000AC\u0002\u0000\u001d"+ - "\u001dTT\u0001\u0000KL\u0002\u0000\"\"\'\'\u0002\u0000**--\u0002\u0000"+ - "))77\u0002\u000088:>\u0002\u0000\u0011\u0011\u0016\u0017\u02bc\u0000\u008c"+ - "\u0001\u0000\u0000\u0000\u0002\u008f\u0001\u0000\u0000\u0000\u0004\u00a0"+ - "\u0001\u0000\u0000\u0000\u0006\u00b3\u0001\u0000\u0000\u0000\b\u00b5\u0001"+ - "\u0000\u0000\u0000\n\u00d5\u0001\u0000\u0000\u0000\f\u00f0\u0001\u0000"+ - 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"\u0000\u0000\u027f\u0280\u0003B!\u0000\u0280\u0281\u0005$\u0000\u0000"+ + "\u0281\u0283\u0001\u0000\u0000\u0000\u0282\u027f\u0001\u0000\u0000\u0000"+ + "\u0282\u0283\u0001\u0000\u0000\u0000\u0283\u0284\u0001\u0000\u0000\u0000"+ + "\u0284\u0285\u0003B!\u0000\u0285\u007f\u0001\u0000\u0000\u0000\u0286\u0287"+ + "\u0005\u0012\u0000\u0000\u0287\u028a\u0003@ \u0000\u0288\u0289\u0005a"+ + "\u0000\u0000\u0289\u028b\u0003@ \u0000\u028a\u0288\u0001\u0000\u0000\u0000"+ + "\u028a\u028b\u0001\u0000\u0000\u0000\u028b\u0291\u0001\u0000\u0000\u0000"+ + "\u028c\u028d\u0005]\u0000\u0000\u028d\u028e\u0003@ \u0000\u028e\u028f"+ + "\u0005\'\u0000\u0000\u028f\u0290\u0003@ \u0000\u0290\u0292\u0001\u0000"+ + "\u0000\u0000\u0291\u028c\u0001\u0000\u0000\u0000\u0291\u0292\u0001\u0000"+ + "\u0000\u0000\u0292\u0081\u0001\u0000\u0000\u0000\u0293\u0294\u0005\u0014"+ + "\u0000\u0000\u0294\u0295\u0003(\u0014\u0000\u0295\u0296\u0005a\u0000\u0000"+ + "\u0296\u0297\u0003D\"\u0000\u0297\u0083\u0001\u0000\u0000\u0000\u0298"+ + "\u0299\u0005\u0013\u0000\u0000\u0299\u029c\u0003<\u001e\u0000\u029a\u029b"+ + "\u0005!\u0000\u0000\u029b\u029d\u0003\"\u0011\u0000\u029c\u029a\u0001"+ + "\u0000\u0000\u0000\u029c\u029d\u0001\u0000\u0000\u0000\u029d\u0085\u0001"+ + "\u0000\u0000\u0000\u029e\u029f\u0007\b\u0000\u0000\u029f\u02a0\u0005{"+ + "\u0000\u0000\u02a0\u02a1\u0003\u0088D\u0000\u02a1\u02a2\u0003\u008aE\u0000"+ + "\u02a2\u0087\u0001\u0000\u0000\u0000\u02a3\u02a4\u0003(\u0014\u0000\u02a4"+ + "\u0089\u0001\u0000\u0000\u0000\u02a5\u02a6\u0005a\u0000\u0000\u02a6\u02ab"+ + "\u0003\u008cF\u0000\u02a7\u02a8\u0005\'\u0000\u0000\u02a8\u02aa\u0003"+ + "\u008cF\u0000\u02a9\u02a7\u0001\u0000\u0000\u0000\u02aa\u02ad\u0001\u0000"+ + "\u0000\u0000\u02ab\u02a9\u0001\u0000\u0000\u0000\u02ab\u02ac\u0001\u0000"+ + "\u0000\u0000\u02ac\u008b\u0001\u0000\u0000\u0000\u02ad\u02ab\u0001\u0000"+ + "\u0000\u0000\u02ae\u02af\u0003\u0010\b\u0000\u02af\u008d\u0001\u0000\u0000"+ + "\u0000C\u0099\u00a2\u00b6\u00c2\u00cb\u00d3\u00d8\u00e0\u00e2\u00e7\u00ee"+ + "\u00f3\u00f8\u0102\u0108\u0110\u0112\u011d\u0124\u012f\u0134\u0136\u0142"+ + "\u0155\u015b\u0165\u0169\u016e\u0175\u0177\u0181\u0189\u0196\u019a\u019e"+ + "\u01a5\u01a9\u01b0\u01b6\u01bd\u01c5\u01cd\u01d5\u01e6\u01f1\u01fc\u0201"+ + "\u0205\u0209\u020e\u0219\u021e\u0222\u0230\u023b\u0249\u0254\u0257\u025c"+ + "\u0272\u027a\u027d\u0282\u028a\u0291\u029c\u02ab"; public static final ATN _ATN = new ATNDeserializer().deserialize(_serializedATN.toCharArray()); static { diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserBaseListener.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserBaseListener.java index 903b1b5a47960..1c3e857ab22c8 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserBaseListener.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserBaseListener.java @@ -1088,6 +1088,18 @@ public class EsqlBaseParserBaseListener implements EsqlBaseParserListener { *

The default implementation does nothing.

*/ @Override public void exitEnrichWithClause(EsqlBaseParser.EnrichWithClauseContext ctx) { } + /** + * {@inheritDoc} + * + *

The default implementation does nothing.

+ */ + @Override public void enterChangePointCommand(EsqlBaseParser.ChangePointCommandContext ctx) { } + /** + * {@inheritDoc} + * + *

The default implementation does nothing.

+ */ + @Override public void exitChangePointCommand(EsqlBaseParser.ChangePointCommandContext ctx) { } /** * {@inheritDoc} * diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserBaseVisitor.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserBaseVisitor.java index 2bafc88d0a71c..ad6ae790a67dc 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserBaseVisitor.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserBaseVisitor.java @@ -643,6 +643,13 @@ public class EsqlBaseParserBaseVisitor extends AbstractParseTreeVisitor im * {@link #visitChildren} on {@code ctx}.

*/ @Override public T visitEnrichWithClause(EsqlBaseParser.EnrichWithClauseContext ctx) { return visitChildren(ctx); } + /** + * {@inheritDoc} + * + *

The default implementation returns the result of calling + * {@link #visitChildren} on {@code ctx}.

+ */ + @Override public T visitChangePointCommand(EsqlBaseParser.ChangePointCommandContext ctx) { return visitChildren(ctx); } /** * {@inheritDoc} * diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserListener.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserListener.java index 5f611c3095c1b..c4780ab18d371 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserListener.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserListener.java @@ -975,6 +975,16 @@ public interface EsqlBaseParserListener extends ParseTreeListener { * @param ctx the parse tree */ void exitEnrichWithClause(EsqlBaseParser.EnrichWithClauseContext ctx); + /** + * Enter a parse tree produced by {@link EsqlBaseParser#changePointCommand}. + * @param ctx the parse tree + */ + void enterChangePointCommand(EsqlBaseParser.ChangePointCommandContext ctx); + /** + * Exit a parse tree produced by {@link EsqlBaseParser#changePointCommand}. + * @param ctx the parse tree + */ + void exitChangePointCommand(EsqlBaseParser.ChangePointCommandContext ctx); /** * Enter a parse tree produced by {@link EsqlBaseParser#lookupCommand}. * @param ctx the parse tree diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserVisitor.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserVisitor.java index d77ff5e93d949..91600e77c4e78 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserVisitor.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/EsqlBaseParserVisitor.java @@ -587,6 +587,12 @@ public interface EsqlBaseParserVisitor extends ParseTreeVisitor { * @return the visitor result */ T visitEnrichWithClause(EsqlBaseParser.EnrichWithClauseContext ctx); + /** + * Visit a parse tree produced by {@link EsqlBaseParser#changePointCommand}. + * @param ctx the parse tree + * @return the visitor result + */ + T visitChangePointCommand(EsqlBaseParser.ChangePointCommandContext ctx); /** * Visit a parse tree produced by {@link EsqlBaseParser#lookupCommand}. * @param ctx the parse tree diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/LogicalPlanBuilder.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/LogicalPlanBuilder.java index 653756ce03173..e5506300e13cd 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/LogicalPlanBuilder.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/parser/LogicalPlanBuilder.java @@ -31,6 +31,7 @@ import org.elasticsearch.xpack.esql.core.expression.Literal; import org.elasticsearch.xpack.esql.core.expression.MetadataAttribute; import org.elasticsearch.xpack.esql.core.expression.NamedExpression; +import org.elasticsearch.xpack.esql.core.expression.ReferenceAttribute; import org.elasticsearch.xpack.esql.core.expression.UnresolvedAttribute; import org.elasticsearch.xpack.esql.core.expression.UnresolvedStar; import org.elasticsearch.xpack.esql.core.tree.Source; @@ -42,6 +43,7 @@ import org.elasticsearch.xpack.esql.parser.EsqlBaseParser.MetadataOptionContext; import org.elasticsearch.xpack.esql.plan.IndexPattern; import org.elasticsearch.xpack.esql.plan.logical.Aggregate; +import org.elasticsearch.xpack.esql.plan.logical.ChangePoint; import org.elasticsearch.xpack.esql.plan.logical.Dissect; import org.elasticsearch.xpack.esql.plan.logical.Drop; import org.elasticsearch.xpack.esql.plan.logical.Enrich; @@ -460,6 +462,24 @@ public PlanFactory visitEnrichCommand(EsqlBaseParser.EnrichCommandContext ctx) { }; } + @Override + public PlanFactory visitChangePointCommand(EsqlBaseParser.ChangePointCommandContext ctx) { + Source src = source(ctx); + Attribute value = visitQualifiedName(ctx.value); + Attribute key = ctx.key == null ? new UnresolvedAttribute(src, "@timestamp") : visitQualifiedName(ctx.key); + Attribute targetType = new ReferenceAttribute( + src, + ctx.targetType == null ? "type" : visitQualifiedName(ctx.targetType).name(), + DataType.KEYWORD + ); + Attribute targetPvalue = new ReferenceAttribute( + src, + ctx.targetPvalue == null ? "pvalue" : visitQualifiedName(ctx.targetPvalue).name(), + DataType.DOUBLE + ); + return child -> new ChangePoint(src, child, value, key, targetType, targetPvalue); + } + private static Tuple parsePolicyName(Token policyToken) { String stringValue = policyToken.getText(); int index = stringValue.indexOf(":"); diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/PlanWritables.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/PlanWritables.java index a345f69af0247..ab2b6b6e05858 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/PlanWritables.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/PlanWritables.java @@ -56,7 +56,7 @@ public class PlanWritables { public static List getNamedWriteables() { List entries = new ArrayList<>(); entries.addAll(logical()); - entries.addAll(phsyical()); + entries.addAll(physical()); return entries; } @@ -83,7 +83,7 @@ public static List logical() { ); } - public static List phsyical() { + public static List physical() { return List.of( AggregateExec.ENTRY, DissectExec.ENTRY, diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/logical/ChangePoint.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/logical/ChangePoint.java new file mode 100644 index 0000000000000..b672ee589e015 --- /dev/null +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/logical/ChangePoint.java @@ -0,0 +1,164 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ +package org.elasticsearch.xpack.esql.plan.logical; + +import org.elasticsearch.common.io.stream.StreamOutput; +import org.elasticsearch.compute.operator.ChangePointOperator; +import org.elasticsearch.license.XPackLicenseState; +import org.elasticsearch.xpack.esql.LicenseAware; +import org.elasticsearch.xpack.esql.capabilities.PostAnalysisVerificationAware; +import org.elasticsearch.xpack.esql.common.Failures; +import org.elasticsearch.xpack.esql.core.expression.Attribute; +import org.elasticsearch.xpack.esql.core.expression.AttributeSet; +import org.elasticsearch.xpack.esql.core.expression.Expressions; +import org.elasticsearch.xpack.esql.core.expression.Literal; +import org.elasticsearch.xpack.esql.core.tree.NodeInfo; +import org.elasticsearch.xpack.esql.core.tree.Source; +import org.elasticsearch.xpack.esql.core.type.DataType; +import org.elasticsearch.xpack.esql.expression.NamedExpressions; +import org.elasticsearch.xpack.esql.expression.Order; +import org.elasticsearch.xpack.ml.MachineLearning; + +import java.io.IOException; +import java.util.List; +import java.util.Objects; + +import static org.elasticsearch.xpack.esql.common.Failure.fail; + +/** + * Plan that detects change points in a list of values. See also: + *
    + *
  • {@link org.elasticsearch.compute.operator.ChangePointOperator} + *
  • {@link org.elasticsearch.xpack.ml.aggs.changepoint.ChangePointDetector} + *
+ * + * ChangePoint should always run on the coordinating node after the data is collected + * in sorted order by key. This is enforced by adding OrderBy in the surrogate plan. + * Furthermore, ChangePoint should be called with at most 1000 data points. That's + * enforced by the Limit in the surrogate plan. + */ +public class ChangePoint extends UnaryPlan implements SurrogateLogicalPlan, PostAnalysisVerificationAware, LicenseAware { + + private final Attribute value; + private final Attribute key; + private final Attribute targetType; + private final Attribute targetPvalue; + + private List output; + + public ChangePoint(Source source, LogicalPlan child, Attribute value, Attribute key, Attribute targetType, Attribute targetPvalue) { + super(source, child); + this.value = value; + this.key = key; + this.targetType = targetType; + this.targetPvalue = targetPvalue; + } + + @Override + public void writeTo(StreamOutput out) throws IOException { + throw new UnsupportedOperationException("not serialized"); + } + + @Override + public String getWriteableName() { + throw new UnsupportedOperationException("not serialized"); + } + + @Override + protected NodeInfo info() { + return NodeInfo.create(this, ChangePoint::new, child(), value, key, targetType, targetPvalue); + } + + @Override + public UnaryPlan replaceChild(LogicalPlan newChild) { + return new ChangePoint(source(), newChild, value, key, targetType, targetPvalue); + } + + @Override + public List output() { + if (output == null) { + output = NamedExpressions.mergeOutputAttributes(List.of(targetType, targetPvalue), child().output()); + } + return output; + } + + public Attribute value() { + return value; + } + + public Attribute key() { + return key; + } + + public Attribute targetType() { + return targetType; + } + + public Attribute targetPvalue() { + return targetPvalue; + } + + @Override + protected AttributeSet computeReferences() { + return Expressions.references(List.of(key, value)); + } + + @Override + public boolean expressionsResolved() { + return value.resolved() && key.resolved(); + } + + @Override + public int hashCode() { + return Objects.hash(super.hashCode(), value, key, targetType, targetPvalue); + } + + @Override + public boolean equals(Object other) { + return super.equals(other) + && Objects.equals(value, ((ChangePoint) other).value) + && Objects.equals(key, ((ChangePoint) other).key) + && Objects.equals(targetType, ((ChangePoint) other).targetType) + && Objects.equals(targetPvalue, ((ChangePoint) other).targetPvalue); + } + + private Order order() { + return new Order(source(), key, Order.OrderDirection.ASC, Order.NullsPosition.ANY); + } + + @Override + public LogicalPlan surrogate() { + OrderBy orderBy = new OrderBy(source(), child(), List.of(order())); + // The first Limit of N+1 data points is necessary to generate a possible warning, + Limit limit = new Limit( + source(), + new Literal(Source.EMPTY, ChangePointOperator.INPUT_VALUE_COUNT_LIMIT + 1, DataType.INTEGER), + orderBy + ); + ChangePoint changePoint = new ChangePoint(source(), limit, value, key, targetType, targetPvalue); + // The second Limit of N data points is to truncate the output. + return new Limit(source(), new Literal(Source.EMPTY, ChangePointOperator.INPUT_VALUE_COUNT_LIMIT, DataType.INTEGER), changePoint); + } + + @Override + public void postAnalysisVerification(Failures failures) { + // Key must be sortable + Order order = order(); + if (DataType.isSortable(order.dataType()) == false) { + failures.add(fail(this, "change point key [" + key.name() + "] must be sortable")); + } + // Value must be a number + if (value.dataType().isNumeric() == false) { + failures.add(fail(this, "change point value [" + value.name() + "] must be numeric")); + } + } + + @Override + public boolean licenseCheck(XPackLicenseState state) { + return MachineLearning.CHANGE_POINT_AGG_FEATURE.check(state); + } +} diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/physical/ChangePointExec.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/physical/ChangePointExec.java new file mode 100644 index 0000000000000..b0ce1be869909 --- /dev/null +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/plan/physical/ChangePointExec.java @@ -0,0 +1,107 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ + +package org.elasticsearch.xpack.esql.plan.physical; + +import org.elasticsearch.common.io.stream.StreamOutput; +import org.elasticsearch.xpack.esql.core.expression.Attribute; +import org.elasticsearch.xpack.esql.core.expression.AttributeSet; +import org.elasticsearch.xpack.esql.core.tree.NodeInfo; +import org.elasticsearch.xpack.esql.core.tree.Source; +import org.elasticsearch.xpack.esql.expression.NamedExpressions; + +import java.io.IOException; +import java.util.List; +import java.util.Objects; + +public class ChangePointExec extends UnaryExec { + + private final Attribute value; + private final Attribute key; + private final Attribute targetType; + private final Attribute targetPvalue; + + private List output; + + public ChangePointExec( + Source source, + PhysicalPlan child, + Attribute value, + Attribute key, + Attribute targetType, + Attribute targetPvalue + ) { + super(source, child); + this.value = value; + this.key = key; + this.targetType = targetType; + this.targetPvalue = targetPvalue; + } + + @Override + public void writeTo(StreamOutput out) throws IOException { + throw new UnsupportedOperationException("not serialized"); + } + + @Override + public String getWriteableName() { + throw new UnsupportedOperationException("not serialized"); + } + + @Override + protected NodeInfo info() { + return NodeInfo.create(this, ChangePointExec::new, child(), value, key, targetType, targetPvalue); + } + + @Override + public ChangePointExec replaceChild(PhysicalPlan newChild) { + return new ChangePointExec(source(), newChild, value, key, targetType, targetPvalue); + } + + @Override + protected AttributeSet computeReferences() { + return key.references().combine(value.references()); + } + + @Override + public List output() { + if (output == null) { + output = NamedExpressions.mergeOutputAttributes(List.of(targetType, targetPvalue), child().output()); + } + return output; + } + + public Attribute value() { + return value; + } + + public Attribute key() { + return key; + } + + public Attribute targetType() { + return targetType; + } + + public Attribute targetPvalue() { + return targetPvalue; + } + + @Override + public int hashCode() { + return Objects.hash(super.hashCode(), value, key, targetType, targetPvalue); + } + + @Override + public boolean equals(Object other) { + return super.equals(other) + && Objects.equals(value, ((ChangePointExec) other).value) + && Objects.equals(key, ((ChangePointExec) other).key) + && Objects.equals(targetType, ((ChangePointExec) other).targetType) + && Objects.equals(targetPvalue, ((ChangePointExec) other).targetPvalue); + } +} diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/planner/LocalExecutionPlanner.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/planner/LocalExecutionPlanner.java index 7141c618a9529..68797bf08cc1f 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/planner/LocalExecutionPlanner.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/planner/LocalExecutionPlanner.java @@ -17,12 +17,14 @@ import org.elasticsearch.compute.data.LocalCircuitBreaker; import org.elasticsearch.compute.data.Page; import org.elasticsearch.compute.lucene.LuceneOperator; +import org.elasticsearch.compute.operator.ChangePointOperator; import org.elasticsearch.compute.operator.ColumnExtractOperator; import org.elasticsearch.compute.operator.ColumnLoadOperator; import org.elasticsearch.compute.operator.Driver; import org.elasticsearch.compute.operator.DriverContext; import org.elasticsearch.compute.operator.EvalOperator.EvalOperatorFactory; import org.elasticsearch.compute.operator.FilterOperator.FilterOperatorFactory; +import org.elasticsearch.compute.operator.LimitOperator; import org.elasticsearch.compute.operator.LocalSourceOperator; import org.elasticsearch.compute.operator.LocalSourceOperator.LocalSourceFactory; import org.elasticsearch.compute.operator.MvExpandOperator; @@ -73,6 +75,7 @@ import org.elasticsearch.xpack.esql.evaluator.command.GrokEvaluatorExtracter; import org.elasticsearch.xpack.esql.expression.Order; import org.elasticsearch.xpack.esql.plan.physical.AggregateExec; +import org.elasticsearch.xpack.esql.plan.physical.ChangePointExec; import org.elasticsearch.xpack.esql.plan.physical.DissectExec; import org.elasticsearch.xpack.esql.plan.physical.EnrichExec; import org.elasticsearch.xpack.esql.plan.physical.EsQueryExec; @@ -113,7 +116,6 @@ import static java.util.Arrays.asList; import static java.util.stream.Collectors.joining; -import static org.elasticsearch.compute.operator.LimitOperator.Factory; import static org.elasticsearch.compute.operator.ProjectOperator.ProjectOperatorFactory; import static org.elasticsearch.xpack.esql.type.EsqlDataTypeConverter.stringToInt; @@ -224,6 +226,8 @@ private PhysicalOperation plan(PhysicalPlan node, LocalExecutionPlannerContext c return planLimit(limit, context); } else if (node instanceof MvExpandExec mvExpand) { return planMvExpand(mvExpand, context); + } else if (node instanceof ChangePointExec changePoint) { + return planChangePoint(changePoint, context); } // source nodes else if (node instanceof EsQueryExec esQuery) { @@ -706,7 +710,7 @@ private PhysicalOperation planFilter(FilterExec filter, LocalExecutionPlannerCon private PhysicalOperation planLimit(LimitExec limit, LocalExecutionPlannerContext context) { PhysicalOperation source = plan(limit.child(), context); - return source.with(new Factory((Integer) limit.limit().fold(context.foldCtx)), source.layout); + return source.with(new LimitOperator.Factory((Integer) limit.limit().fold(context.foldCtx)), source.layout); } private PhysicalOperation planMvExpand(MvExpandExec mvExpandExec, LocalExecutionPlannerContext context) { @@ -720,6 +724,20 @@ private PhysicalOperation planMvExpand(MvExpandExec mvExpandExec, LocalExecution ); } + private PhysicalOperation planChangePoint(ChangePointExec changePoint, LocalExecutionPlannerContext context) { + PhysicalOperation source = plan(changePoint.child(), context); + Layout layout = source.layout.builder().append(changePoint.targetType()).append(changePoint.targetPvalue()).build(); + return source.with( + new ChangePointOperator.Factory( + layout.get(changePoint.value().id()).channel(), + changePoint.sourceText(), + changePoint.sourceLocation().getLineNumber(), + changePoint.sourceLocation().getColumnNumber() + ), + layout + ); + } + /** * Immutable physical operation. */ diff --git a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/planner/mapper/MapperUtils.java b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/planner/mapper/MapperUtils.java index f358a77a08aec..a71c491a03472 100644 --- a/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/planner/mapper/MapperUtils.java +++ b/x-pack/plugin/esql/src/main/java/org/elasticsearch/xpack/esql/planner/mapper/MapperUtils.java @@ -13,6 +13,7 @@ import org.elasticsearch.xpack.esql.core.expression.Attribute; import org.elasticsearch.xpack.esql.core.expression.FoldContext; import org.elasticsearch.xpack.esql.plan.logical.Aggregate; +import org.elasticsearch.xpack.esql.plan.logical.ChangePoint; import org.elasticsearch.xpack.esql.plan.logical.Dissect; import org.elasticsearch.xpack.esql.plan.logical.Enrich; import org.elasticsearch.xpack.esql.plan.logical.Eval; @@ -26,6 +27,7 @@ import org.elasticsearch.xpack.esql.plan.logical.local.LocalRelation; import org.elasticsearch.xpack.esql.plan.logical.show.ShowInfo; import org.elasticsearch.xpack.esql.plan.physical.AggregateExec; +import org.elasticsearch.xpack.esql.plan.physical.ChangePointExec; import org.elasticsearch.xpack.esql.plan.physical.DissectExec; import org.elasticsearch.xpack.esql.plan.physical.EnrichExec; import org.elasticsearch.xpack.esql.plan.physical.EvalExec; @@ -98,6 +100,17 @@ static PhysicalPlan mapUnary(UnaryPlan p, PhysicalPlan child) { return new MvExpandExec(mvExpand.source(), child, mvExpand.target(), mvExpand.expanded()); } + if (p instanceof ChangePoint changePoint) { + return new ChangePointExec( + changePoint.source(), + child, + changePoint.value(), + changePoint.key(), + changePoint.targetType(), + changePoint.targetPvalue() + ); + } + return unsupported(p); } diff --git a/x-pack/plugin/esql/src/test/java/org/elasticsearch/xpack/esql/CsvTests.java b/x-pack/plugin/esql/src/test/java/org/elasticsearch/xpack/esql/CsvTests.java index baf8b0597f762..77449f7edc920 100644 --- a/x-pack/plugin/esql/src/test/java/org/elasticsearch/xpack/esql/CsvTests.java +++ b/x-pack/plugin/esql/src/test/java/org/elasticsearch/xpack/esql/CsvTests.java @@ -75,6 +75,7 @@ import org.elasticsearch.xpack.esql.parser.EsqlParser; import org.elasticsearch.xpack.esql.plan.logical.Enrich; import org.elasticsearch.xpack.esql.plan.logical.LogicalPlan; +import org.elasticsearch.xpack.esql.plan.physical.ChangePointExec; import org.elasticsearch.xpack.esql.plan.physical.HashJoinExec; import org.elasticsearch.xpack.esql.plan.physical.LocalSourceExec; import org.elasticsearch.xpack.esql.plan.physical.OutputExec; @@ -575,12 +576,9 @@ private Throwable reworkException(Throwable th) { // Asserts that the serialization and deserialization of the plan creates an equivalent plan. private void opportunisticallyAssertPlanSerialization(PhysicalPlan plan) { - - // skip plans with localSourceExec - if (plan.anyMatch(p -> p instanceof LocalSourceExec || p instanceof HashJoinExec)) { + if (plan.anyMatch(p -> p instanceof LocalSourceExec || p instanceof HashJoinExec || p instanceof ChangePointExec)) { return; } - SerializationTestUtils.assertSerialization(plan, configuration); } diff --git a/x-pack/plugin/esql/src/test/java/org/elasticsearch/xpack/esql/analysis/VerifierTests.java b/x-pack/plugin/esql/src/test/java/org/elasticsearch/xpack/esql/analysis/VerifierTests.java index e4a56b35a9bd1..ddb8e1870ab26 100644 --- a/x-pack/plugin/esql/src/test/java/org/elasticsearch/xpack/esql/analysis/VerifierTests.java +++ b/x-pack/plugin/esql/src/test/java/org/elasticsearch/xpack/esql/analysis/VerifierTests.java @@ -8,6 +8,7 @@ package org.elasticsearch.xpack.esql.analysis; import org.elasticsearch.Build; +import org.elasticsearch.common.Strings; import org.elasticsearch.test.ESTestCase; import org.elasticsearch.xpack.esql.VerificationException; import org.elasticsearch.xpack.esql.action.EsqlCapabilities; @@ -37,15 +38,23 @@ import static org.elasticsearch.xpack.esql.EsqlTestUtils.withDefaultLimitWarning; import static org.elasticsearch.xpack.esql.analysis.AnalyzerTestUtils.loadMapping; import static org.elasticsearch.xpack.esql.core.type.DataType.BOOLEAN; +import static org.elasticsearch.xpack.esql.core.type.DataType.CARTESIAN_POINT; +import static org.elasticsearch.xpack.esql.core.type.DataType.CARTESIAN_SHAPE; import static org.elasticsearch.xpack.esql.core.type.DataType.COUNTER_DOUBLE; import static org.elasticsearch.xpack.esql.core.type.DataType.COUNTER_INTEGER; import static org.elasticsearch.xpack.esql.core.type.DataType.COUNTER_LONG; +import static org.elasticsearch.xpack.esql.core.type.DataType.DATETIME; +import static org.elasticsearch.xpack.esql.core.type.DataType.DATE_NANOS; import static org.elasticsearch.xpack.esql.core.type.DataType.DOUBLE; import static org.elasticsearch.xpack.esql.core.type.DataType.FLOAT; +import static org.elasticsearch.xpack.esql.core.type.DataType.GEO_POINT; +import static org.elasticsearch.xpack.esql.core.type.DataType.GEO_SHAPE; import static org.elasticsearch.xpack.esql.core.type.DataType.INTEGER; +import static org.elasticsearch.xpack.esql.core.type.DataType.IP; import static org.elasticsearch.xpack.esql.core.type.DataType.KEYWORD; import static org.elasticsearch.xpack.esql.core.type.DataType.LONG; import static org.elasticsearch.xpack.esql.core.type.DataType.UNSIGNED_LONG; +import static org.elasticsearch.xpack.esql.core.type.DataType.VERSION; import static org.hamcrest.Matchers.containsString; import static org.hamcrest.Matchers.equalTo; import static org.hamcrest.Matchers.instanceOf; @@ -2034,6 +2043,54 @@ public void testCategorizeWithFilteredAggregations() { ); } + public void testChangePoint() { + var airports = AnalyzerTestUtils.analyzer(loadMapping("mapping-airports.json", "airports")); + assertEquals("1:30: Unknown column [blahblah]", error("FROM airports | CHANGE_POINT blahblah ON scalerank", airports)); + assertEquals("1:43: Unknown column [blahblah]", error("FROM airports | CHANGE_POINT scalerank ON blahblah", airports)); + // TODO: nicer error message for missing default column "@timestamp" + assertEquals("1:17: Unknown column [@timestamp]", error("FROM airports | CHANGE_POINT scalerank", airports)); + } + + public void testChangePoint_keySortable() { + List sortableTypes = List.of(BOOLEAN, DOUBLE, DATE_NANOS, DATETIME, INTEGER, IP, KEYWORD, LONG, UNSIGNED_LONG, VERSION); + List unsortableTypes = List.of(CARTESIAN_POINT, CARTESIAN_SHAPE, GEO_POINT, GEO_SHAPE); + for (DataType type : sortableTypes) { + query(Strings.format("ROW key=NULL::%s, value=0\n | CHANGE_POINT value ON key", type)); + } + for (DataType type : unsortableTypes) { + assertEquals( + "2:4: change point key [key] must be sortable", + error(Strings.format("ROW key=NULL::%s, value=0\n | CHANGE_POINT value ON key", type)) + ); + } + } + + public void testChangePoint_valueNumeric() { + List numericTypes = List.of(DOUBLE, INTEGER, LONG, UNSIGNED_LONG); + List nonNumericTypes = List.of( + BOOLEAN, + CARTESIAN_POINT, + CARTESIAN_SHAPE, + DATE_NANOS, + DATETIME, + GEO_POINT, + GEO_SHAPE, + IP, + KEYWORD, + VERSION + ); + for (DataType type : numericTypes) { + query(Strings.format("ROW key=0, value=NULL::%s\n | CHANGE_POINT value ON key", type)); + } + for (DataType type : nonNumericTypes) { + assertEquals( + "2:4: change point value [value] must be numeric", + error(Strings.format("ROW key=0, value=NULL::%s\n | CHANGE_POINT value ON key", type)) + ); + } + assertEquals("2:4: change point value [value] must be numeric", error("ROW key=0, value=NULL\n | CHANGE_POINT value ON key")); + } + public void testSortByAggregate() { assertEquals("1:18: aggregate function [count(*)] not allowed outside STATS command", error("ROW a = 1 | SORT count(*)")); assertEquals( @@ -2110,13 +2167,7 @@ public void testMatchOptions() { query("FROM test | WHERE match(first_name, \"Jean\", {\"auto_generate_synonyms_phrase_query\": true})"); // Check all data types for available options - DataType[] optionTypes = new DataType[] { - DataType.INTEGER, - DataType.LONG, - DataType.FLOAT, - DataType.DOUBLE, - DataType.KEYWORD, - DataType.BOOLEAN }; + DataType[] optionTypes = new DataType[] { INTEGER, LONG, FLOAT, DOUBLE, KEYWORD, BOOLEAN }; for (Map.Entry allowedOptions : Match.ALLOWED_OPTIONS.entrySet()) { String optionName = allowedOptions.getKey(); DataType optionType = allowedOptions.getValue(); diff --git a/x-pack/plugin/ml/src/main/java/module-info.java b/x-pack/plugin/ml/src/main/java/module-info.java index 4984fa8912e28..1013b8e052e4c 100644 --- a/x-pack/plugin/ml/src/main/java/module-info.java +++ b/x-pack/plugin/ml/src/main/java/module-info.java @@ -37,8 +37,11 @@ exports org.elasticsearch.xpack.ml; exports org.elasticsearch.xpack.ml.action; + exports org.elasticsearch.xpack.ml.aggs; exports org.elasticsearch.xpack.ml.aggs.categorization; + exports org.elasticsearch.xpack.ml.aggs.changepoint; exports org.elasticsearch.xpack.ml.autoscaling; exports org.elasticsearch.xpack.ml.job.categorization; exports org.elasticsearch.xpack.ml.notifications; + } diff --git a/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/MachineLearning.java b/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/MachineLearning.java index 89ac966a0ac9b..46e3da489453f 100644 --- a/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/MachineLearning.java +++ b/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/MachineLearning.java @@ -541,7 +541,7 @@ public class MachineLearning extends Plugin "inference-agg", License.OperationMode.PLATINUM ); - private static final LicensedFeature.Momentary CHANGE_POINT_AGG_FEATURE = LicensedFeature.momentary( + public static final LicensedFeature.Momentary CHANGE_POINT_AGG_FEATURE = LicensedFeature.momentary( MachineLearningField.ML_FEATURE_FAMILY, "change-point-agg", License.OperationMode.PLATINUM diff --git a/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/aggs/changepoint/ChangeType.java b/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/aggs/changepoint/ChangeType.java index 7df542b59107b..580209b2d821d 100644 --- a/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/aggs/changepoint/ChangeType.java +++ b/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/aggs/changepoint/ChangeType.java @@ -121,6 +121,10 @@ public String getName() { return NAME; } + public String getReason() { + return reason; + } + @Override public boolean equals(Object o) { if (this == o) return true;