Examples with TransformExpressionOperator com.linkedin.pinot.core.operator.transform.TransformExpressionOperator used on opensource projects

Example 1 with TransformExpressionOperator

use of com.linkedin.pinot.core.operator.transform.TransformExpressionOperator in project pinot by linkedin.

the class AggregationPlanNode method run.

@Override
public Operator run() {
    TransformExpressionOperator transformOperator = (TransformExpressionOperator) _transformPlanNode.run();
    SegmentMetadata segmentMetadata = _indexSegment.getSegmentMetadata();
    return new AggregationOperator(AggregationFunctionUtils.getAggregationFunctionContexts(_aggregationInfos, segmentMetadata), transformOperator, segmentMetadata.getTotalRawDocs());
}

Example 2 with TransformExpressionOperator

use of com.linkedin.pinot.core.operator.transform.TransformExpressionOperator in project pinot by linkedin.

the class NoDictionaryGroupKeyGeneratorTest method testGroupKeyGenerator.

private void testGroupKeyGenerator(String[] groupByColumns, FieldSpec.DataType[] dataTypes) throws Exception {
    // Build the projection operator.
    MatchEntireSegmentOperator matchEntireSegmentOperator = new MatchEntireSegmentOperator(NUM_ROWS);
    BReusableFilteredDocIdSetOperator docIdSetOperator = new BReusableFilteredDocIdSetOperator(matchEntireSegmentOperator, NUM_ROWS, 10000);
    MProjectionOperator projectionOperator = new MProjectionOperator(_dataSourceMap, docIdSetOperator);
    TransformExpressionOperator transformOperator = new TransformExpressionOperator(projectionOperator, new ArrayList<TransformExpressionTree>());
    // Iterator over all projection blocks and generate group keys.
    TransformBlock transformBlock;
    int[] docIdToGroupKeys = new int[DocIdSetPlanNode.MAX_DOC_PER_CALL];
    GroupKeyGenerator groupKeyGenerator = null;
    while ((transformBlock = (TransformBlock) transformOperator.nextBlock()) != null) {
        if (groupKeyGenerator == null) {
            // Build the group key generator.
            groupKeyGenerator = (groupByColumns.length == 1) ? new NoDictionarySingleColumnGroupKeyGenerator(groupByColumns[0], dataTypes[0]) : new NoDictionaryMultiColumnGroupKeyGenerator(transformBlock, groupByColumns);
        }
        groupKeyGenerator.generateKeysForBlock(transformBlock, docIdToGroupKeys);
    }
    // Assert total number of group keys is as expected
    Assert.assertTrue(groupKeyGenerator != null);
    Set<String> expectedGroupKeys = getExpectedGroupKeys(_recordReader, groupByColumns);
    Assert.assertEquals(groupKeyGenerator.getCurrentGroupKeyUpperBound(), expectedGroupKeys.size(), "Number of group keys mis-match.");
    // Assert all group key values are as expected
    Iterator<GroupKeyGenerator.GroupKey> uniqueGroupKeys = groupKeyGenerator.getUniqueGroupKeys();
    while (uniqueGroupKeys.hasNext()) {
        GroupKeyGenerator.GroupKey groupKey = uniqueGroupKeys.next();
        String actual = groupKey.getStringKey();
        Assert.assertTrue(expectedGroupKeys.contains(actual), "Unexpected group key: " + actual);
    }
}

Example 3 with TransformExpressionOperator

use of com.linkedin.pinot.core.operator.transform.TransformExpressionOperator in project pinot by linkedin.

the class AggregationGroupByPlanNode method run.

@Override
public Operator run() {
    TransformExpressionOperator transformOperator = (TransformExpressionOperator) _transformPlanNode.run();
    SegmentMetadata segmentMetadata = _indexSegment.getSegmentMetadata();
    return new AggregationGroupByOperator(AggregationFunctionUtils.getAggregationFunctionContexts(_aggregationInfos, segmentMetadata), _groupBy, _numGroupsLimit, transformOperator, segmentMetadata.getTotalRawDocs());
}

Example 4 with TransformExpressionOperator

use of com.linkedin.pinot.core.operator.transform.TransformExpressionOperator in project pinot by linkedin.

the class TransformGroupByTest method executeGroupByQuery.

/**
   * Helper method that executes the group by query on the index and returns the group by result.
   *
   * @param query Query to execute
   * @return Group by result
   */
private AggregationGroupByResult executeGroupByQuery(IndexSegment indexSegment, String query) {
    Operator filterOperator = new MatchEntireSegmentOperator(indexSegment.getSegmentMetadata().getTotalDocs());
    final BReusableFilteredDocIdSetOperator docIdSetOperator = new BReusableFilteredDocIdSetOperator(filterOperator, indexSegment.getSegmentMetadata().getTotalDocs(), NUM_ROWS);
    final Map<String, BaseOperator> dataSourceMap = buildDataSourceMap(indexSegment.getSegmentMetadata().getSchema());
    final MProjectionOperator projectionOperator = new MProjectionOperator(dataSourceMap, docIdSetOperator);
    Pql2Compiler compiler = new Pql2Compiler();
    BrokerRequest brokerRequest = compiler.compileToBrokerRequest(query);
    List<AggregationInfo> aggregationsInfo = brokerRequest.getAggregationsInfo();
    int numAggFunctions = aggregationsInfo.size();
    AggregationFunctionContext[] aggrFuncContextArray = new AggregationFunctionContext[numAggFunctions];
    AggregationFunctionInitializer aggFuncInitializer = new AggregationFunctionInitializer(indexSegment.getSegmentMetadata());
    for (int i = 0; i < numAggFunctions; i++) {
        AggregationInfo aggregationInfo = aggregationsInfo.get(i);
        aggrFuncContextArray[i] = AggregationFunctionContext.instantiate(aggregationInfo);
        aggrFuncContextArray[i].getAggregationFunction().accept(aggFuncInitializer);
    }
    GroupBy groupBy = brokerRequest.getGroupBy();
    Set<String> expressions = new HashSet<>(groupBy.getExpressions());
    TransformExpressionOperator transformOperator = new TransformExpressionOperator(projectionOperator, TransformPlanNode.buildTransformExpressionTrees(expressions));
    AggregationGroupByOperator groupByOperator = new AggregationGroupByOperator(aggrFuncContextArray, groupBy, Integer.MAX_VALUE, transformOperator, NUM_ROWS);
    IntermediateResultsBlock block = (IntermediateResultsBlock) groupByOperator.nextBlock();
    return block.getAggregationGroupByResult();
}

Example 5 with TransformExpressionOperator

use of com.linkedin.pinot.core.operator.transform.TransformExpressionOperator in project pinot by linkedin.

the class TransformExpressionOperatorTest method evaluateExpression.

/**
   * Helper method to evaluate one expression using the TransformOperator.
   * @param expression Expression to evaluate
   * @return Result of evaluation
   */
private double[] evaluateExpression(String expression) {
    Operator filterOperator = new MatchEntireSegmentOperator(_indexSegment.getSegmentMetadata().getTotalDocs());
    final BReusableFilteredDocIdSetOperator docIdSetOperator = new BReusableFilteredDocIdSetOperator(filterOperator, _indexSegment.getSegmentMetadata().getTotalDocs(), NUM_ROWS);
    final Map<String, BaseOperator> dataSourceMap = buildDataSourceMap(_indexSegment.getSegmentMetadata().getSchema());
    final MProjectionOperator projectionOperator = new MProjectionOperator(dataSourceMap, docIdSetOperator);
    Pql2Compiler compiler = new Pql2Compiler();
    List<TransformExpressionTree> expressionTrees = new ArrayList<>(1);
    expressionTrees.add(compiler.compileToExpressionTree(expression));
    TransformExpressionOperator transformOperator = new TransformExpressionOperator(projectionOperator, expressionTrees);
    transformOperator.open();
    TransformBlock transformBlock = (TransformBlock) transformOperator.getNextBlock();
    BlockValSet blockValueSet = transformBlock.getBlockValueSet(expression);
    double[] actual = blockValueSet.getDoubleValuesSV();
    transformOperator.close();
    return actual;
}