Esempio n. 1
0
  /**
   * Re-initializes only the metric dictionaries using the unique metric values (computed after
   * aggregation).
   */
  private void resetMetricDictionaries(Map<String, Set<Object>> uniqueMetricValues)
      throws Exception {
    for (MetricFieldSpec spec : schema.getMetricFieldSpecs()) {
      String column = spec.getName();
      ColumnIndexCreationInfo info = columnInfo.get(column);

      // The new unique values
      Object[] valuesWithAggregates = uniqueMetricValues.get(column).toArray();
      Arrays.sort(valuesWithAggregates);

      // Reset dictionaries
      dictionaryCreatorMap.put(
          column,
          new SegmentDictionaryCreator(info.hasNulls(), valuesWithAggregates, spec, outDir));
      dictionaryCreatorMap.get(column).build();
    }
  }
Esempio n. 2
0
  /** Converts a raw row into its (possibly partial) dimension and complete metric values */
  private StarTreeTableRow extractValues(GenericRow row) {
    List<Integer> dimensions = new ArrayList<Integer>();
    for (String dimensionName : schema.getDimensionNames()) {
      Integer valueId;
      if (schema.getFieldSpecFor(dimensionName).isSingleValueField()
          && !starTreeIndexSpec.getExcludedDimensions().contains(dimensionName)) {
        Object value = row.getValue(dimensionName);
        valueId = dictionaryCreatorMap.get(dimensionName).indexOfSV(value);
      } else {
        // Multi-value fields are not supported - always ALL
        valueId = V1Constants.STARTREE_ALL_NUMBER.intValue();
      }

      dimensions.add(valueId);
    }

    List<Number> metrics = new ArrayList<Number>(schema.getMetricNames().size());
    for (MetricFieldSpec metricFieldSpec : schema.getMetricFieldSpecs()) {
      Object value = row.getValue(metricFieldSpec.getName());
      switch (metricFieldSpec.getDataType()) {
        case INT:
          metrics.add((Integer) value);
          break;
        case LONG:
          metrics.add((Long) value);
          break;
        case DOUBLE:
          metrics.add((Double) value);
          break;
        case FLOAT:
          metrics.add((Float) value);
          break;
        default:
          throw new IllegalStateException("Unsupported data type " + metricFieldSpec.getDataType());
      }
    }

    return new StarTreeTableRow(dimensions, metrics);
  }