Examples with CubeAggregateFunction io.hetu.core.spi.cube.CubeAggregateFunction used on opensource projects

Example 1 with CubeAggregateFunction

use of io.hetu.core.spi.cube.CubeAggregateFunction in project hetu-core by openlookeng.

the class CreateCubeTask method internalExecute.

@VisibleForTesting
public ListenableFuture<?> internalExecute(CreateCube statement, Metadata metadata, AccessControl accessControl, Session session, QueryStateMachine stateMachine, List<Expression> parameters) {
    Optional<CubeMetaStore> optionalCubeMetaStore = cubeManager.getMetaStore(STAR_TREE);
    if (!optionalCubeMetaStore.isPresent()) {
        throw new RuntimeException("HetuMetaStore is not initialized");
    }
    QualifiedObjectName cubeName = createQualifiedObjectName(session, statement, statement.getCubeName());
    QualifiedObjectName tableName = createQualifiedObjectName(session, statement, statement.getSourceTableName());
    Optional<TableHandle> cubeHandle = metadata.getTableHandle(session, cubeName);
    Optional<TableHandle> tableHandle = metadata.getTableHandle(session, tableName);
    if (optionalCubeMetaStore.get().getMetadataFromCubeName(cubeName.toString()).isPresent()) {
        if (!statement.isNotExists()) {
            throw new SemanticException(CUBE_ALREADY_EXISTS, statement, "Cube '%s' already exists", cubeName);
        }
        return immediateFuture(null);
    }
    if (cubeHandle.isPresent()) {
        if (!statement.isNotExists()) {
            throw new SemanticException(CUBE_OR_TABLE_ALREADY_EXISTS, statement, "Cube or Table '%s' already exists", cubeName);
        }
        return immediateFuture(null);
    }
    CatalogName catalogName = metadata.getCatalogHandle(session, cubeName.getCatalogName()).orElseThrow(() -> new PrestoException(NOT_FOUND, "Catalog not found: " + cubeName.getCatalogName()));
    if (!metadata.isPreAggregationSupported(session, catalogName)) {
        throw new PrestoException(StandardErrorCode.NOT_SUPPORTED, String.format("Cube cannot be created on catalog '%s'", catalogName.toString()));
    }
    if (!tableHandle.isPresent()) {
        throw new SemanticException(MISSING_TABLE, statement, "Table '%s' does not exist", tableName);
    }
    TableMetadata tableMetadata = metadata.getTableMetadata(session, tableHandle.get());
    List<String> groupingSet = statement.getGroupingSet().stream().map(s -> s.getValue().toLowerCase(ENGLISH)).collect(Collectors.toList());
    Map<String, ColumnMetadata> sourceTableColumns = tableMetadata.getColumns().stream().collect(Collectors.toMap(ColumnMetadata::getName, col -> col));
    List<ColumnMetadata> cubeColumns = new ArrayList<>();
    Map<String, AggregationSignature> aggregations = new HashMap<>();
    Analysis analysis = analyzeStatement(statement, session, metadata, accessControl, parameters, stateMachine.getWarningCollector());
    Map<String, Field> fields = analysis.getOutputDescriptor().getAllFields().stream().collect(Collectors.toMap(col -> col.getName().map(String::toLowerCase).get(), col -> col));
    for (FunctionCall aggFunction : statement.getAggregations()) {
        String aggFunctionName = aggFunction.getName().toString().toLowerCase(ENGLISH);
        String argument = aggFunction.getArguments().isEmpty() || aggFunction.getArguments().get(0) instanceof LongLiteral ? null : ((Identifier) aggFunction.getArguments().get(0)).getValue().toLowerCase(ENGLISH);
        boolean distinct = aggFunction.isDistinct();
        String cubeColumnName = aggFunctionName + "_" + (argument == null ? "all" : argument) + (aggFunction.isDistinct() ? "_distinct" : "");
        CubeAggregateFunction cubeAggregateFunction = CubeAggregateFunction.valueOf(aggFunctionName.toUpperCase(ENGLISH));
        switch(cubeAggregateFunction) {
            case SUM:
                aggregations.put(cubeColumnName, AggregationSignature.sum(argument, distinct));
                break;
            case COUNT:
                AggregationSignature aggregationSignature = argument == null ? AggregationSignature.count() : AggregationSignature.count(argument, distinct);
                aggregations.put(cubeColumnName, aggregationSignature);
                break;
            case AVG:
                aggregations.put(cubeColumnName, AggregationSignature.avg(argument, distinct));
                break;
            case MAX:
                aggregations.put(cubeColumnName, AggregationSignature.max(argument, distinct));
                break;
            case MIN:
                aggregations.put(cubeColumnName, AggregationSignature.min(argument, distinct));
                break;
            default:
                throw new PrestoException(NOT_SUPPORTED, format("Unsupported aggregation function : %s", aggFunctionName));
        }
        Field tableField = fields.get(cubeColumnName);
        ColumnMetadata cubeCol = new ColumnMetadata(cubeColumnName, tableField.getType(), true, null, null, false, Collections.emptyMap());
        cubeColumns.add(cubeCol);
    }
    accessControl.checkCanCreateTable(session.getRequiredTransactionId(), session.getIdentity(), tableName);
    Map<String, Expression> sqlProperties = mapFromProperties(statement.getProperties());
    Map<String, Object> properties = metadata.getTablePropertyManager().getProperties(catalogName, cubeName.getCatalogName(), sqlProperties, session, metadata, parameters);
    if (properties.containsKey("partitioned_by")) {
        List<String> partitionCols = new ArrayList<>(((List<String>) properties.get("partitioned_by")));
        // put all partition columns at the end of the list
        groupingSet.removeAll(partitionCols);
        groupingSet.addAll(partitionCols);
    }
    for (String dimension : groupingSet) {
        if (!sourceTableColumns.containsKey(dimension)) {
            throw new SemanticException(MISSING_COLUMN, statement, "Column %s does not exist", dimension);
        }
        ColumnMetadata tableCol = sourceTableColumns.get(dimension);
        ColumnMetadata cubeCol = new ColumnMetadata(dimension, tableCol.getType(), tableCol.isNullable(), null, null, false, tableCol.getProperties());
        cubeColumns.add(cubeCol);
    }
    ConnectorTableMetadata cubeTableMetadata = new ConnectorTableMetadata(cubeName.asSchemaTableName(), ImmutableList.copyOf(cubeColumns), properties);
    try {
        metadata.createTable(session, cubeName.getCatalogName(), cubeTableMetadata, statement.isNotExists());
    } catch (PrestoException e) {
        // connectors are not required to handle the ignoreExisting flag
        if (!e.getErrorCode().equals(ALREADY_EXISTS.toErrorCode()) || !statement.isNotExists()) {
            throw e;
        }
    }
    CubeMetadataBuilder builder = optionalCubeMetaStore.get().getBuilder(cubeName.toString(), tableName.toString());
    groupingSet.forEach(dimension -> builder.addDimensionColumn(dimension, dimension));
    aggregations.forEach((column, aggregationSignature) -> builder.addAggregationColumn(column, aggregationSignature.getFunction(), aggregationSignature.getDimension(), aggregationSignature.isDistinct()));
    builder.addGroup(new HashSet<>(groupingSet));
    // Status and Table modified time will be updated on the first insert into the cube
    builder.setCubeStatus(CubeStatus.INACTIVE);
    builder.setTableLastUpdatedTime(-1L);
    statement.getSourceFilter().ifPresent(sourceTablePredicate -> {
        sourceTablePredicate = Coercer.addCoercions(sourceTablePredicate, analysis);
        builder.withCubeFilter(new CubeFilter(ExpressionFormatter.formatExpression(sourceTablePredicate, Optional.empty())));
    });
    builder.setCubeLastUpdatedTime(System.currentTimeMillis());
    optionalCubeMetaStore.get().persist(builder.build());
    return immediateFuture(null);
}

Example 2 with CubeAggregateFunction

use of io.hetu.core.spi.cube.CubeAggregateFunction in project hetu-core by openlookeng.

the class CubeOptimizer method getSignature.

private AggregationSignature getSignature(AggregationNode.Aggregation aggregation) {
    boolean distinct = aggregation.isDistinct();
    String aggFunctionName = aggregation.getFunctionCall().getDisplayName();
    String columnName = getColumnName(aggregation);
    CubeAggregateFunction cubeAggregateFunction = CubeAggregateFunction.valueOf(aggFunctionName.toUpperCase(ENGLISH));
    switch(cubeAggregateFunction) {
        case SUM:
            return AggregationSignature.sum(columnName, distinct);
        case COUNT:
            return (columnName == null ? AggregationSignature.count() : AggregationSignature.count(columnName, distinct));
        case AVG:
            return AggregationSignature.avg(columnName, distinct);
        case MAX:
            return AggregationSignature.max(columnName, distinct);
        case MIN:
            return AggregationSignature.min(columnName, distinct);
        default:
            throw new PrestoException(NOT_SUPPORTED, format("Unsupported aggregation function : %s", aggFunctionName));
    }
}