Examples with DimensionSpec io.druid.query.dimension.DimensionSpec used on opensource projects

Example 21 with DimensionSpec

use of io.druid.query.dimension.DimensionSpec in project druid by druid-io.

the class UseIndexesStrategy method partitionDimensionList.

// Split dimension list into bitmap-supporting list and non-bitmap supporting list
private static Pair<List<DimensionSpec>, List<DimensionSpec>> partitionDimensionList(StorageAdapter adapter, List<DimensionSpec> dimensions) {
    final List<DimensionSpec> bitmapDims = Lists.newArrayList();
    final List<DimensionSpec> nonBitmapDims = Lists.newArrayList();
    final List<DimensionSpec> dimsToSearch = getDimsToSearch(adapter.getAvailableDimensions(), dimensions);
    for (DimensionSpec spec : dimsToSearch) {
        ColumnCapabilities capabilities = adapter.getColumnCapabilities(spec.getDimension());
        if (capabilities == null) {
            continue;
        }
        if (capabilities.hasBitmapIndexes()) {
            bitmapDims.add(spec);
        } else {
            nonBitmapDims.add(spec);
        }
    }
    return new Pair<List<DimensionSpec>, List<DimensionSpec>>(ImmutableList.copyOf(bitmapDims), ImmutableList.copyOf(nonBitmapDims));
}

Example 22 with DimensionSpec

use of io.druid.query.dimension.DimensionSpec in project druid by druid-io.

the class SelectQueryEngine method process.

public Sequence<Result<SelectResultValue>> process(final SelectQuery query, final Segment segment) {
    final StorageAdapter adapter = segment.asStorageAdapter();
    if (adapter == null) {
        throw new ISE("Null storage adapter found. Probably trying to issue a query against a segment being memory unmapped.");
    }
    // at the point where this code is called, only one datasource should exist.
    String dataSource = Iterables.getOnlyElement(query.getDataSource().getNames());
    final Iterable<DimensionSpec> dims;
    if (query.getDimensions() == null || query.getDimensions().isEmpty()) {
        dims = DefaultDimensionSpec.toSpec(adapter.getAvailableDimensions());
    } else {
        dims = query.getDimensions();
    }
    final Iterable<String> metrics;
    if (query.getMetrics() == null || query.getMetrics().isEmpty()) {
        metrics = adapter.getAvailableMetrics();
    } else {
        metrics = query.getMetrics();
    }
    List<Interval> intervals = query.getQuerySegmentSpec().getIntervals();
    Preconditions.checkArgument(intervals.size() == 1, "Can only handle a single interval, got[%s]", intervals);
    // should be rewritten with given interval
    final String segmentId = DataSegmentUtils.withInterval(dataSource, segment.getIdentifier(), intervals.get(0));
    final Filter filter = Filters.convertToCNFFromQueryContext(query, Filters.toFilter(query.getDimensionsFilter()));
    return QueryRunnerHelper.makeCursorBasedQuery(adapter, query.getQuerySegmentSpec().getIntervals(), filter, query.getVirtualColumns(), query.isDescending(), query.getGranularity(), new Function<Cursor, Result<SelectResultValue>>() {

        @Override
        public Result<SelectResultValue> apply(Cursor cursor) {
            final SelectResultValueBuilder builder = new SelectResultValueBuilder(cursor.getTime(), query.getPagingSpec(), query.isDescending());
            final LongColumnSelector timestampColumnSelector = cursor.makeLongColumnSelector(Column.TIME_COLUMN_NAME);
            final List<ColumnSelectorPlus<SelectColumnSelectorStrategy>> selectorPlusList = Arrays.asList(DimensionHandlerUtils.createColumnSelectorPluses(STRATEGY_FACTORY, Lists.newArrayList(dims), cursor));
            for (DimensionSpec dimSpec : dims) {
                builder.addDimension(dimSpec.getOutputName());
            }
            final Map<String, ObjectColumnSelector> metSelectors = Maps.newHashMap();
            for (String metric : metrics) {
                final ObjectColumnSelector metricSelector = cursor.makeObjectColumnSelector(metric);
                metSelectors.put(metric, metricSelector);
                builder.addMetric(metric);
            }
            final PagingOffset offset = query.getPagingOffset(segmentId);
            cursor.advanceTo(offset.startDelta());
            int lastOffset = offset.startOffset();
            for (; !cursor.isDone() && offset.hasNext(); cursor.advance(), offset.next()) {
                final Map<String, Object> theEvent = singleEvent(EventHolder.timestampKey, timestampColumnSelector, selectorPlusList, metSelectors);
                builder.addEntry(new EventHolder(segmentId, lastOffset = offset.current(), theEvent));
            }
            builder.finished(segmentId, lastOffset);
            return builder.build();
        }
    });
}

Example 23 with DimensionSpec

use of io.druid.query.dimension.DimensionSpec in project druid by druid-io.

the class IncrementalIndexStorageAdapter method makeCursors.

@Override
public Sequence<Cursor> makeCursors(final Filter filter, final Interval interval, final VirtualColumns virtualColumns, final Granularity gran, final boolean descending) {
    if (index.isEmpty()) {
        return Sequences.empty();
    }
    Interval actualIntervalTmp = interval;
    final Interval dataInterval = new Interval(getMinTime().getMillis(), gran.bucketEnd(getMaxTime()).getMillis());
    if (!actualIntervalTmp.overlaps(dataInterval)) {
        return Sequences.empty();
    }
    if (actualIntervalTmp.getStart().isBefore(dataInterval.getStart())) {
        actualIntervalTmp = actualIntervalTmp.withStart(dataInterval.getStart());
    }
    if (actualIntervalTmp.getEnd().isAfter(dataInterval.getEnd())) {
        actualIntervalTmp = actualIntervalTmp.withEnd(dataInterval.getEnd());
    }
    final Interval actualInterval = actualIntervalTmp;
    Iterable<Interval> iterable = gran.getIterable(actualInterval);
    if (descending) {
        iterable = Lists.reverse(ImmutableList.copyOf(iterable));
    }
    return Sequences.map(Sequences.simple(iterable), new Function<Interval, Cursor>() {

        EntryHolder currEntry = new EntryHolder();

        @Override
        public Cursor apply(@Nullable final Interval interval) {
            final long timeStart = Math.max(interval.getStartMillis(), actualInterval.getStartMillis());
            return new Cursor() {

                private final ValueMatcher filterMatcher = makeFilterMatcher(filter, this);

                private Iterator<Map.Entry<IncrementalIndex.TimeAndDims, Integer>> baseIter;

                private Iterable<Map.Entry<IncrementalIndex.TimeAndDims, Integer>> cursorIterable;

                private boolean emptyRange;

                final DateTime time;

                int numAdvanced = -1;

                boolean done;

                {
                    cursorIterable = index.getFacts().timeRangeIterable(descending, timeStart, Math.min(actualInterval.getEndMillis(), gran.increment(interval.getStart()).getMillis()));
                    emptyRange = !cursorIterable.iterator().hasNext();
                    time = gran.toDateTime(interval.getStartMillis());
                    reset();
                }

                @Override
                public DateTime getTime() {
                    return time;
                }

                @Override
                public void advance() {
                    if (!baseIter.hasNext()) {
                        done = true;
                        return;
                    }
                    while (baseIter.hasNext()) {
                        BaseQuery.checkInterrupted();
                        currEntry.set(baseIter.next());
                        if (filterMatcher.matches()) {
                            return;
                        }
                    }
                    if (!filterMatcher.matches()) {
                        done = true;
                    }
                }

                @Override
                public void advanceUninterruptibly() {
                    if (!baseIter.hasNext()) {
                        done = true;
                        return;
                    }
                    while (baseIter.hasNext()) {
                        if (Thread.currentThread().isInterrupted()) {
                            return;
                        }
                        currEntry.set(baseIter.next());
                        if (filterMatcher.matches()) {
                            return;
                        }
                    }
                    if (!filterMatcher.matches()) {
                        done = true;
                    }
                }

                @Override
                public void advanceTo(int offset) {
                    int count = 0;
                    while (count < offset && !isDone()) {
                        advance();
                        count++;
                    }
                }

                @Override
                public boolean isDone() {
                    return done;
                }

                @Override
                public boolean isDoneOrInterrupted() {
                    return isDone() || Thread.currentThread().isInterrupted();
                }

                @Override
                public void reset() {
                    baseIter = cursorIterable.iterator();
                    if (numAdvanced == -1) {
                        numAdvanced = 0;
                    } else {
                        Iterators.advance(baseIter, numAdvanced);
                    }
                    BaseQuery.checkInterrupted();
                    boolean foundMatched = false;
                    while (baseIter.hasNext()) {
                        currEntry.set(baseIter.next());
                        if (filterMatcher.matches()) {
                            foundMatched = true;
                            break;
                        }
                        numAdvanced++;
                    }
                    done = !foundMatched && (emptyRange || !baseIter.hasNext());
                }

                @Override
                public DimensionSelector makeDimensionSelector(DimensionSpec dimensionSpec) {
                    if (virtualColumns.exists(dimensionSpec.getDimension())) {
                        return virtualColumns.makeDimensionSelector(dimensionSpec, this);
                    }
                    return dimensionSpec.decorate(makeDimensionSelectorUndecorated(dimensionSpec));
                }

                private DimensionSelector makeDimensionSelectorUndecorated(DimensionSpec dimensionSpec) {
                    final String dimension = dimensionSpec.getDimension();
                    final ExtractionFn extractionFn = dimensionSpec.getExtractionFn();
                    if (dimension.equals(Column.TIME_COLUMN_NAME)) {
                        DimensionSelector selector = new SingleScanTimeDimSelector(makeLongColumnSelector(dimension), extractionFn, descending);
                        return selector;
                    }
                    final IncrementalIndex.DimensionDesc dimensionDesc = index.getDimension(dimensionSpec.getDimension());
                    if (dimensionDesc == null) {
                        // not a dimension, column may be a metric
                        ColumnCapabilities capabilities = getColumnCapabilities(dimension);
                        if (capabilities == null) {
                            return NullDimensionSelector.instance();
                        }
                        if (capabilities.getType() == ValueType.LONG) {
                            return new LongWrappingDimensionSelector(makeLongColumnSelector(dimension), extractionFn);
                        }
                        if (capabilities.getType() == ValueType.FLOAT) {
                            return new FloatWrappingDimensionSelector(makeFloatColumnSelector(dimension), extractionFn);
                        }
                        // if we can't wrap the base column, just return a column of all nulls
                        return NullDimensionSelector.instance();
                    } else {
                        final DimensionIndexer indexer = dimensionDesc.getIndexer();
                        return indexer.makeDimensionSelector(dimensionSpec, currEntry, dimensionDesc);
                    }
                }

                @Override
                public FloatColumnSelector makeFloatColumnSelector(String columnName) {
                    if (virtualColumns.exists(columnName)) {
                        return virtualColumns.makeFloatColumnSelector(columnName, this);
                    }
                    final Integer dimIndex = index.getDimensionIndex(columnName);
                    if (dimIndex != null) {
                        final IncrementalIndex.DimensionDesc dimensionDesc = index.getDimension(columnName);
                        final DimensionIndexer indexer = dimensionDesc.getIndexer();
                        return indexer.makeFloatColumnSelector(currEntry, dimensionDesc);
                    }
                    final Integer metricIndexInt = index.getMetricIndex(columnName);
                    if (metricIndexInt == null) {
                        return ZeroFloatColumnSelector.instance();
                    }
                    final int metricIndex = metricIndexInt;
                    return new FloatColumnSelector() {

                        @Override
                        public float get() {
                            return index.getMetricFloatValue(currEntry.getValue(), metricIndex);
                        }

                        @Override
                        public void inspectRuntimeShape(RuntimeShapeInspector inspector) {
                            inspector.visit("index", index);
                        }
                    };
                }

                @Override
                public LongColumnSelector makeLongColumnSelector(String columnName) {
                    if (virtualColumns.exists(columnName)) {
                        return virtualColumns.makeLongColumnSelector(columnName, this);
                    }
                    if (columnName.equals(Column.TIME_COLUMN_NAME)) {
                        class TimeLongColumnSelector implements LongColumnSelector {

                            @Override
                            public long get() {
                                return currEntry.getKey().getTimestamp();
                            }

                            @Override
                            public void inspectRuntimeShape(RuntimeShapeInspector inspector) {
                            }
                        }
                        return new TimeLongColumnSelector();
                    }
                    final Integer dimIndex = index.getDimensionIndex(columnName);
                    if (dimIndex != null) {
                        final IncrementalIndex.DimensionDesc dimensionDesc = index.getDimension(columnName);
                        final DimensionIndexer indexer = dimensionDesc.getIndexer();
                        return indexer.makeLongColumnSelector(currEntry, dimensionDesc);
                    }
                    final Integer metricIndexInt = index.getMetricIndex(columnName);
                    if (metricIndexInt == null) {
                        return ZeroLongColumnSelector.instance();
                    }
                    final int metricIndex = metricIndexInt;
                    return new LongColumnSelector() {

                        @Override
                        public long get() {
                            return index.getMetricLongValue(currEntry.getValue(), metricIndex);
                        }

                        @Override
                        public void inspectRuntimeShape(RuntimeShapeInspector inspector) {
                            inspector.visit("index", index);
                        }
                    };
                }

                @Override
                public ObjectColumnSelector makeObjectColumnSelector(String column) {
                    if (virtualColumns.exists(column)) {
                        return virtualColumns.makeObjectColumnSelector(column, this);
                    }
                    if (column.equals(Column.TIME_COLUMN_NAME)) {
                        return new ObjectColumnSelector<Long>() {

                            @Override
                            public Class classOfObject() {
                                return Long.TYPE;
                            }

                            @Override
                            public Long get() {
                                return currEntry.getKey().getTimestamp();
                            }
                        };
                    }
                    final Integer metricIndexInt = index.getMetricIndex(column);
                    if (metricIndexInt != null) {
                        final int metricIndex = metricIndexInt;
                        final Class classOfObject = index.getMetricClass(column);
                        return new ObjectColumnSelector() {

                            @Override
                            public Class classOfObject() {
                                return classOfObject;
                            }

                            @Override
                            public Object get() {
                                return index.getMetricObjectValue(currEntry.getValue(), metricIndex);
                            }
                        };
                    }
                    IncrementalIndex.DimensionDesc dimensionDesc = index.getDimension(column);
                    if (dimensionDesc == null) {
                        return null;
                    } else {
                        final int dimensionIndex = dimensionDesc.getIndex();
                        final DimensionIndexer indexer = dimensionDesc.getIndexer();
                        return new ObjectColumnSelector<Object>() {

                            @Override
                            public Class classOfObject() {
                                return Object.class;
                            }

                            @Override
                            public Object get() {
                                IncrementalIndex.TimeAndDims key = currEntry.getKey();
                                if (key == null) {
                                    return null;
                                }
                                Object[] dims = key.getDims();
                                if (dimensionIndex >= dims.length) {
                                    return null;
                                }
                                return indexer.convertUnsortedEncodedKeyComponentToActualArrayOrList(dims[dimensionIndex], DimensionIndexer.ARRAY);
                            }
                        };
                    }
                }

                @Nullable
                @Override
                public ColumnCapabilities getColumnCapabilities(String columnName) {
                    if (virtualColumns.exists(columnName)) {
                        return virtualColumns.getColumnCapabilities(columnName);
                    }
                    return index.getCapabilities(columnName);
                }
            };
        }
    });
}

Example 24 with DimensionSpec

use of io.druid.query.dimension.DimensionSpec in project druid by druid-io.

the class MultiValuedDimensionTest method testGroupByWithDimFilter.

@Test
public void testGroupByWithDimFilter() throws Exception {
    GroupByQuery query = GroupByQuery.builder().setDataSource("xx").setQuerySegmentSpec(new LegacySegmentSpec("1970/3000")).setGranularity(Granularities.ALL).setDimensions(Lists.<DimensionSpec>newArrayList(new DefaultDimensionSpec("tags", "tags"))).setAggregatorSpecs(Arrays.asList(new AggregatorFactory[] { new CountAggregatorFactory("count") })).setDimFilter(new SelectorDimFilter("tags", "t3", null)).build();
    Sequence<Row> result = helper.runQueryOnSegmentsObjs(ImmutableList.<Segment>of(new QueryableIndexSegment("sid1", queryableIndex), new IncrementalIndexSegment(incrementalIndex, "sid2")), query);
    List<Row> expectedResults = Arrays.asList(GroupByQueryRunnerTestHelper.createExpectedRow("1970-01-01T00:00:00.000Z", "tags", "t1", "count", 2L), GroupByQueryRunnerTestHelper.createExpectedRow("1970-01-01T00:00:00.000Z", "tags", "t2", "count", 2L), GroupByQueryRunnerTestHelper.createExpectedRow("1970-01-01T00:00:00.000Z", "tags", "t3", "count", 4L), GroupByQueryRunnerTestHelper.createExpectedRow("1970-01-01T00:00:00.000Z", "tags", "t4", "count", 2L), GroupByQueryRunnerTestHelper.createExpectedRow("1970-01-01T00:00:00.000Z", "tags", "t5", "count", 2L));
    TestHelper.assertExpectedObjects(expectedResults, Sequences.toList(result, new ArrayList<Row>()), "");
}

Example 25 with DimensionSpec

use of io.druid.query.dimension.DimensionSpec in project druid by druid-io.

the class FilteredAggregatorTest method makeColumnSelector.

private ColumnSelectorFactory makeColumnSelector(final TestFloatColumnSelector selector) {
    return new ColumnSelectorFactory() {

        @Override
        public DimensionSelector makeDimensionSelector(DimensionSpec dimensionSpec) {
            final String dimensionName = dimensionSpec.getDimension();
            final ExtractionFn extractionFn = dimensionSpec.getExtractionFn();
            if (dimensionName.equals("dim")) {
                return dimensionSpec.decorate(new DimensionSelector() {

                    @Override
                    public IndexedInts getRow() {
                        if (selector.getIndex() % 3 == 2) {
                            return ArrayBasedIndexedInts.of(new int[] { 1 });
                        } else {
                            return ArrayBasedIndexedInts.of(new int[] { 0 });
                        }
                    }

                    @Override
                    public ValueMatcher makeValueMatcher(String value) {
                        return DimensionSelectorUtils.makeValueMatcherGeneric(this, value);
                    }

                    @Override
                    public ValueMatcher makeValueMatcher(Predicate<String> predicate) {
                        return DimensionSelectorUtils.makeValueMatcherGeneric(this, predicate);
                    }

                    @Override
                    public int getValueCardinality() {
                        return 2;
                    }

                    @Override
                    public String lookupName(int id) {
                        switch(id) {
                            case 0:
                                return "a";
                            case 1:
                                return "b";
                            default:
                                throw new IllegalArgumentException();
                        }
                    }

                    @Override
                    public boolean nameLookupPossibleInAdvance() {
                        return true;
                    }

                    @Nullable
                    @Override
                    public IdLookup idLookup() {
                        return new IdLookup() {

                            @Override
                            public int lookupId(String name) {
                                switch(name) {
                                    case "a":
                                        return 0;
                                    case "b":
                                        return 1;
                                    default:
                                        throw new IllegalArgumentException();
                                }
                            }
                        };
                    }

                    @Override
                    public void inspectRuntimeShape(RuntimeShapeInspector inspector) {
                    }
                });
            } else {
                throw new UnsupportedOperationException();
            }
        }

        @Override
        public LongColumnSelector makeLongColumnSelector(String columnName) {
            throw new UnsupportedOperationException();
        }

        @Override
        public FloatColumnSelector makeFloatColumnSelector(String columnName) {
            if (columnName.equals("value")) {
                return selector;
            } else {
                throw new UnsupportedOperationException();
            }
        }

        @Override
        public ObjectColumnSelector makeObjectColumnSelector(String columnName) {
            throw new UnsupportedOperationException();
        }

        @Override
        public ColumnCapabilities getColumnCapabilities(String columnName) {
            ColumnCapabilitiesImpl caps;
            if (columnName.equals("value")) {
                caps = new ColumnCapabilitiesImpl();
                caps.setType(ValueType.FLOAT);
                caps.setDictionaryEncoded(false);
                caps.setHasBitmapIndexes(false);
            } else {
                caps = new ColumnCapabilitiesImpl();
                caps.setType(ValueType.STRING);
                caps.setDictionaryEncoded(true);
                caps.setHasBitmapIndexes(true);
            }
            return caps;
        }
    };
}