org.apache.calcite.rel.type.RelDataTypeField Java Examples

/**
 * Creates a program-builder.
 */
private RexProgramBuilder(RelDataType inputRowType, RexBuilder rexBuilder,
    RexSimplify simplify) {
  this.inputRowType = Objects.requireNonNull(inputRowType);
  this.rexBuilder = Objects.requireNonNull(rexBuilder);
  this.simplify = simplify; // may be null
  this.validating = assertionsAreEnabled();

  // Pre-create an expression for each input field.
  if (inputRowType.isStruct()) {
    final List<RelDataTypeField> fields = inputRowType.getFieldList();
    for (int i = 0; i < fields.size(); i++) {
      registerInternal(RexInputRef.of(i, fields), false);
    }
  }
}
 

private static List<RexNode> transformRex(List<RexNode> nodes, final List<RelDataTypeField> oldFields,
        final List<RelDataTypeField> newFields) {
    RexShuttle shuttle = new RexShuttle() {
        @Override
        public RexNode visitInputRef(RexInputRef ref) {
            RelDataTypeField f = oldFields.get(ref.getIndex());
            for (int index = 0; index < newFields.size(); index++) {
                RelDataTypeField newf = newFields.get(index);
                if (f.getKey().equals(newf.getKey()) && f.getValue() == newf.getValue()) {
                    return RexBuilder.getRexFactory().makeInputRef(index, f.getValue());
                }
            }
            throw MatchFailed.INSTANCE;
        }
    };
    return shuttle.apply(nodes);
}
 

@Override
public RelNode visit(LogicalJoin join) {
  // to the best of my knowledge join.systemFieldList is always empty
  Preconditions.checkState(join.getSystemFieldList().isEmpty(), "join.systemFieldList is not empty!");

  final RelNode left = join.getLeft().accept(this);
  final RelNode right = join.getRight().accept(this);

  return new LogicalJoin(
    cluster,
    copyOf(join.getTraitSet()),
    left,
    right,
    copyOf(join.getCondition()),
    join.getVariablesSet(),
    join.getJoinType(),
    join.isSemiJoinDone(),
    ImmutableList.<RelDataTypeField>of()
  );
}
 

@Override
public SqlImplementor.Result visit(Window e) {
  SqlImplementor.Result x = visitChild(0, e.getInput());
  SqlImplementor.Builder builder = x.builder(e);
  RelNode input = e.getInput();
  List<RexOver> rexOvers = WindowUtil.getOver(e);

  final List<SqlNode> selectList = new ArrayList<>();
  final Set<String> fields = ImmutableSet.copyOf(e.getRowType().getFieldNames());
  for (RelDataTypeField field : input.getRowType().getFieldList()) {
    if (fields.contains(field.getName())) {
      addSelect(selectList, builder.context.field(field.getIndex()), e.getRowType());
    }
  }

  for (RexOver rexOver : rexOvers) {
    addSelect(selectList, builder.context.toSql(null, rexOver), e.getRowType());
  }
  builder.setSelect(new SqlNodeList(selectList, POS));
  return builder.result();
}
 

/**
 * Creates a new projection based on the original projection, adjusting all
 * input refs using an adjustment array passed in. If there was no original
 * projection, create a new one that selects every field from the underlying
 * rel.
 *
 * <p>If the resulting projection would be trivial, return the child.
 *
 * @param projChild   child of the new project
 * @param adjustments array indicating how much each input reference should
 *                    be adjusted by
 * @return the created projection
 */
public RelNode createNewProject(RelNode projChild, int[] adjustments) {
  final List<Pair<RexNode, String>> projects = new ArrayList<>();

  if (origProj != null) {
    for (Pair<RexNode, String> p : origProj.getNamedProjects()) {
      projects.add(
          Pair.of(
              convertRefsAndExprs(
                  p.left,
                  projChild.getRowType().getFieldList(),
                  adjustments),
              p.right));
    }
  } else {
    for (Ord<RelDataTypeField> field : Ord.zip(childFields)) {
      projects.add(
          Pair.of(
              rexBuilder.makeInputRef(
                  field.e.getType(), field.i), field.e.getName()));
    }
  }
  return relBuilder.push(projChild)
      .project(Pair.left(projects), Pair.right(projects))
      .build();
}
 

/** Returns the row type of a table after any {@link ColumnStrategy#VIRTUAL}
 * columns have been removed. This is the type of the records that are
 * actually stored. */
public static RelDataType realRowType(RelOptTable table) {
  final RelDataType rowType = table.getRowType();
  final List<ColumnStrategy> strategies = columnStrategies(table);
  if (!strategies.contains(ColumnStrategy.VIRTUAL)) {
    return rowType;
  }
  final RelDataTypeFactory.Builder builder =
      table.getRelOptSchema().getTypeFactory().builder();
  for (RelDataTypeField field : rowType.getFieldList()) {
    if (strategies.get(field.getIndex()) != ColumnStrategy.VIRTUAL) {
      builder.add(field);
    }
  }
  return builder.build();
}
 

private ColumnMetaData.Rep getPrimitive(RelDataTypeField field) {
  switch (field.getType().getSqlTypeName()) {
  case TIMESTAMP_WITH_LOCAL_TIME_ZONE:
  case TIMESTAMP:
    return ColumnMetaData.Rep.JAVA_SQL_TIMESTAMP;
  case BIGINT:
    return ColumnMetaData.Rep.LONG;
  case INTEGER:
    return ColumnMetaData.Rep.INTEGER;
  case SMALLINT:
    return ColumnMetaData.Rep.SHORT;
  case TINYINT:
    return ColumnMetaData.Rep.BYTE;
  case REAL:
    return ColumnMetaData.Rep.FLOAT;
  case DOUBLE:
  case FLOAT:
    return ColumnMetaData.Rep.DOUBLE;
  default:
    return null;
  }
}
 

public boolean checkOperandTypes(
    SqlCallBinding callBinding,
    boolean throwOnFailure) {
  List<SqlTypeFamily> families = new ArrayList<>();

  List<RelDataTypeField> fieldList = type.getFieldList();
  for (int i = 0; i < fieldList.size(); i++) {
    RelDataTypeField field = fieldList.get(i);
    SqlTypeName sqlTypeName = field.getType().getSqlTypeName();
    if (sqlTypeName == SqlTypeName.ROW) {
      if (field.getType().equals(callBinding.getOperandType(i))) {
        families.add(SqlTypeFamily.ANY);
      }
    } else {
      families.add(field.getType().getSqlTypeName().getFamily());
    }
  }
  return OperandTypes.family(families).checkOperandTypes(callBinding, throwOnFailure);
}
 

/**
 * Find a join condition's left input source scan Prel. If we can't find a target scan Prel then this
 * RuntimeFilter can not pushed down to a probe side scan Prel.
 *
 * @param fieldName   left join condition field Name
 * @param leftRelNode left RelNode of a BiRel or the SingleRel
 * @return a left scan Prel which contains the left join condition name or null
 */
private ScanPrel findLeftScanPrel(String fieldName, RelNode leftRelNode) {
  if (leftRelNode instanceof ScanPrel) {
    RelDataType scanRowType = leftRelNode.getRowType();
    RelDataTypeField field = scanRowType.getField(fieldName, true, true);
    if (field != null) {
      //found
      return (ScanPrel) leftRelNode;
    } else {
      return null;
    }
  } else if (leftRelNode instanceof RelSubset) {
    RelNode bestNode = ((RelSubset) leftRelNode).getBest();
    if (bestNode != null) {
      return findLeftScanPrel(fieldName, bestNode);
    } else {
      return null;
    }
  } else {
    List<RelNode> relNodes = leftRelNode.getInputs();
    RelNode leftNode = relNodes.get(0);
    return findLeftScanPrel(fieldName, leftNode);
  }
}
 

private RelDataType getDataSourceRowType() throws SQLException {

    List<RelDataTypeField> relDataTypeFields =
        ImmutableList.<RelDataTypeField>of(
            new RelDataTypeFieldImpl("id", 1, getIntegerJavaType()),
            new RelDataTypeFieldImpl("type", 2, getStringJavaType()),
            new RelDataTypeFieldImpl("url", 3, getStringJavaType()),
            new RelDataTypeFieldImpl("name", 4, getStringJavaType()),
            new RelDataTypeFieldImpl("ds_set_id", 5, getIntegerJavaType()),
            new RelDataTypeFieldImpl("datasource_type", 6, getStringJavaType()),
            new RelDataTypeFieldImpl("auth_token", 7, getStringJavaType()),
            new RelDataTypeFieldImpl("dbtap_id", 8, getIntegerJavaType()),
            new RelDataTypeFieldImpl("username", 9, getStringJavaType()),
            new RelDataTypeFieldImpl("password", 10, getStringJavaType()));

    return new RelRecordType(relDataTypeFields);
  }
 

private static RexNode shiftFilter(
    int start,
    int end,
    int offset,
    RexBuilder rexBuilder,
    List<RelDataTypeField> joinFields,
    int nTotalFields,
    List<RelDataTypeField> rightFields,
    RexNode filter) {
  int[] adjustments = new int[nTotalFields];
  for (int i = start; i < end; i++) {
    adjustments[i] = offset;
  }
  return filter.accept(
      new RexInputConverter(
          rexBuilder,
          joinFields,
          rightFields,
          adjustments));
}
 

/**
 * Returns whether two types are scalar types of the same family, or struct types whose fields
 * are pairwise of the same family.
 *
 * @param type1 First type
 * @param type2 Second type
 * @return Whether types have the same family
 */
private static boolean isSameFamily(RelDataType type1, RelDataType type2) {
  if (type1.isStruct() != type2.isStruct()) {
    return false;
  }

  if (type1.isStruct()) {
    int n = type1.getFieldCount();
    if (n != type2.getFieldCount()) {
      return false;
    }
    for (Pair<RelDataTypeField, RelDataTypeField> pair
        : Pair.zip(type1.getFieldList(), type2.getFieldList())) {
      if (!isSameFamily(pair.left.getType(), pair.right.getType())) {
        return false;
      }
    }
    return true;
  }

  final RelDataTypeFamily family1 = family(type1);
  final RelDataTypeFamily family2 = family(type2);
  return family1 == family2;
}
 

@Override protected RelDataType validateImpl(RelDataType targetRowType) {
  final SqlValidatorNamespace childNs =
      validator.getNamespace(withItem.query);
  final RelDataType rowType = childNs.getRowTypeSansSystemColumns();
  if (withItem.columnList == null) {
    return rowType;
  }
  final RelDataTypeFactory.Builder builder =
      validator.getTypeFactory().builder();
  for (Pair<SqlNode, RelDataTypeField> pair
      : Pair.zip(withItem.columnList, rowType.getFieldList())) {
    builder.add(((SqlIdentifier) pair.left).getSimple(),
        pair.right.getType());
  }
  return builder.build();
}
 

/** Test case for
 * <a href="https://issues.apache.org/jira/browse/CALCITE-833">[CALCITE-833]
 * RelOptUtil.splitJoinCondition attempts to split a Join-Condition which
 * has a remaining condition</a>. */
@Test void testSplitJoinCondition() {
  final String sql = "select *\n"
      + "from emp a\n"
      + "INNER JOIN dept b\n"
      + "ON CAST(a.empno AS int) <> b.deptno";

  final RelNode relNode = toRel(sql);
  final LogicalProject project = (LogicalProject) relNode;
  final LogicalJoin join = (LogicalJoin) project.getInput(0);
  final List<RexNode> leftJoinKeys = new ArrayList<>();
  final List<RexNode> rightJoinKeys = new ArrayList<>();
  final ArrayList<RelDataTypeField> sysFieldList = new ArrayList<>();
  final RexNode remaining = RelOptUtil.splitJoinCondition(sysFieldList,
      join.getInputs().get(0),
      join.getInputs().get(1),
      join.getCondition(),
      leftJoinKeys,
      rightJoinKeys,
      null,
      null);

  assertThat(remaining.toString(), is("<>($0, $9)"));
  assertThat(leftJoinKeys.isEmpty(), is(true));
  assertThat(rightJoinKeys.isEmpty(), is(true));
}
 

/**
 * Clones an expression tree and walks through it, adjusting each
 * RexInputRef index by some amount, and converting expressions that need to
 * be preserved to field references.
 *
 * @param rex         the expression
 * @param destFields  fields that the new expressions will be referencing
 * @param adjustments the amount each input reference index needs to be
 *                    adjusted by
 * @return modified expression tree
 */
public RexNode convertRefsAndExprs(
    RexNode rex,
    List<RelDataTypeField> destFields,
    int[] adjustments) {
  return rex.accept(
      new RefAndExprConverter(
          rexBuilder,
          childFields,
          destFields,
          adjustments,
          childPreserveExprs,
          nProject,
          rightPreserveExprs,
          nProject + childPreserveExprs.size() + nRightProject));
}
 

/**
 * Invokes {@link #trimFields}, or the appropriate method for the type
 * of the rel parameter, using multi-method dispatch.
 *
 * @param rel        Relational expression
 * @param fieldsUsed Bitmap of fields needed by the consumer
 * @return New relational expression and its field mapping
 */
protected final TrimResult dispatchTrimFields(
    RelNode rel,
    ImmutableBitSet fieldsUsed,
    Set<RelDataTypeField> extraFields) {
  final TrimResult trimResult =
      trimFieldsDispatcher.invoke(rel, fieldsUsed, extraFields);
  final RelNode newRel = trimResult.left;
  final Mapping mapping = trimResult.right;
  final int fieldCount = rel.getRowType().getFieldCount();
  assert mapping.getSourceCount() == fieldCount
      : "source: " + mapping.getSourceCount() + " != " + fieldCount;
  final int newFieldCount = newRel.getRowType().getFieldCount();
  assert mapping.getTargetCount() + extraFields.size() == newFieldCount
      || Bug.TODO_FIXED
      : "target: " + mapping.getTargetCount()
      + " + " + extraFields.size()
      + " != " + newFieldCount;
  if (Bug.TODO_FIXED) {
    assert newFieldCount > 0 : "rel has no fields after trim: " + rel;
  }
  if (newRel.equals(rel)) {
    return result(rel, mapping);
  }
  return trimResult;
}
 

/**
 * Creates a program that projects its input fields but with possibly
 * different names for the output fields.
 */
public static RexProgram createIdentity(
    RelDataType rowType,
    RelDataType outputRowType) {
  if (rowType != outputRowType
      && !Pair.right(rowType.getFieldList()).equals(
          Pair.right(outputRowType.getFieldList()))) {
    throw new IllegalArgumentException(
        "field type mismatch: " + rowType + " vs. " + outputRowType);
  }
  final List<RelDataTypeField> fields = rowType.getFieldList();
  final List<RexLocalRef> projectRefs = new ArrayList<>();
  final List<RexInputRef> refs = new ArrayList<>();
  for (int i = 0; i < fields.size(); i++) {
    final RexInputRef ref = RexInputRef.of(i, fields);
    refs.add(ref);
    projectRefs.add(new RexLocalRef(i, ref.getType()));
  }
  return new RexProgram(rowType, refs, projectRefs, null, outputRowType);
}
 

/**
 * Pulls a {@link Project} above a {@link Correlate} from its RHS input.
 * Enforces nullability for join output.
 *
 * @param correlate  Correlate
 * @param project the original project as the RHS input of the join
 * @param isCount Positions which are calls to the <code>COUNT</code>
 *                aggregation function
 * @return the subtree with the new Project at the root
 */
private RelNode aggregateCorrelatorOutput(
    Correlate correlate,
    LogicalProject project,
    Set<Integer> isCount) {
  final RelNode left = correlate.getLeft();
  final JoinRelType joinType = correlate.getJoinType();

  // now create the new project
  final List<Pair<RexNode, String>> newProjects = new ArrayList<>();

  // Project everything from the LHS and then those from the original
  // project
  final List<RelDataTypeField> leftInputFields =
      left.getRowType().getFieldList();

  for (int i = 0; i < leftInputFields.size(); i++) {
    newProjects.add(RexInputRef.of2(i, leftInputFields));
  }

  // Marked where the projected expr is coming from so that the types will
  // become nullable for the original projections which are now coming out
  // of the nullable side of the OJ.
  boolean projectPulledAboveLeftCorrelator =
      joinType.generatesNullsOnRight();

  for (Pair<RexNode, String> pair : project.getNamedProjects()) {
    RexNode newProjExpr =
        removeCorrelationExpr(
            pair.left,
            projectPulledAboveLeftCorrelator,
            isCount);
    newProjects.add(Pair.of(newProjExpr, pair.right));
  }

  return relBuilder.push(correlate)
      .projectNamed(Pair.left(newProjects), Pair.right(newProjects), true)
      .build();
}
 

/**
 * Builds the projection expressions for a data type on top of an input data type.
 * For any field in output type, if there is no matching input field, we build
 * the literal null expression with the corresponding output field type.
 *
 * @param inputType The input data type
 * @param outputType The output data type that defines the types of projection expressions
 * @return List of projection expressions
 */
private List<RexNode> projects(RelDataType inputType, RelDataType outputType) {
  final List<RelDataTypeField> outputFields = outputType.getFieldList();
  final List<RelDataTypeField> inputFields = inputType.getFieldList();
  final List<RexNode> projectionExprs = new ArrayList<>();

  for (RelDataTypeField outputField : outputFields) {
    RelDataTypeField matchInputField = null;
    // First find the matching input field
    for (RelDataTypeField inputField : inputFields) {
      if (inputField.getName().equals(outputField.getName())) {
        // Matched if same name
        matchInputField = inputField;
        break;
      }
    }
    if (matchInputField != null) {
      RexNode fieldProject = field(matchInputField.getIndex());
      if (matchInputField.getType().equals(outputField.getType())) {
        // If found and on same type, just project the field
        projectionExprs.add(fieldProject);
      } else {
        // Different types, CAST is required
        projectionExprs.add(getRexBuilder().makeCast(outputField.getType(), fieldProject));
      }
    } else {
      final RelDataType columnType = outputField.getType();
      if (!columnType.isStruct() && columnType.getComponentType() == null) {
        // If not, project the null Literal with the same basic type
        projectionExprs.add(getRexBuilder().makeNullLiteral(outputField.getType()));
      } else {
        // If Record or Multiset just project a constant null
        projectionExprs.add(literal(null));
      }
    }
  }
  return projectionExprs;
}
 

private List<ColumnMetaData> getColumnMetaDataList(
    JavaTypeFactory typeFactory, RelDataType x, RelDataType jdbcType,
    List<List<String>> originList) {
  final List<ColumnMetaData> columns = new ArrayList<>();
  for (Ord<RelDataTypeField> pair : Ord.zip(jdbcType.getFieldList())) {
    final RelDataTypeField field = pair.e;
    final RelDataType type = field.getType();
    final RelDataType fieldType =
        x.isStruct() ? x.getFieldList().get(pair.i).getType() : type;
    columns.add(
        metaData(typeFactory, columns.size(), field.getName(), type,
            fieldType, originList.get(pair.i)));
  }
  return columns;
}
 

@Deprecated // to be removed before 2.0
public static LogicalJoin create(RelNode left, RelNode right,
    RexNode condition, JoinRelType joinType, Set<String> variablesStopped,
    boolean semiJoinDone, ImmutableList<RelDataTypeField> systemFieldList) {
  return create(left, right, condition, CorrelationId.setOf(variablesStopped),
      joinType, semiJoinDone, systemFieldList);
}
 

private void flattenNullLiteral(
    RelDataType type,
    List<Pair<RexNode, String>> flattenedExps) {
  RelDataType flattenedType =
      SqlTypeUtil.flattenRecordType(rexBuilder.getTypeFactory(), type, null);
  for (RelDataTypeField field : flattenedType.getFieldList()) {
    flattenedExps.add(
        Pair.of(
            rexBuilder.makeNullLiteral(field.getType()),
            field.getName()));
  }
}
 

static RelDataType toRowDataType(Collection<RelDataTypeField> fields, RelDataTypeFactory factory) {
  final RelDataTypeFactory.FieldInfoBuilder builder = new RelDataTypeFactory.FieldInfoBuilder(factory);
  for (RelDataTypeField field: fields) {
    builder.add(field);
  }
  return builder.build();
}
 

public String translate(String name) {
  final RelDataType underlyingRowType =
      validator.getValidatedNodeType(call.operand(0));
  int i = 0;
  for (RelDataTypeField field : rowType.getFieldList()) {
    if (field.getName().equals(name)) {
      return underlyingRowType.getFieldList().get(i).getName();
    }
    ++i;
  }
  throw new AssertionError("unknown field '" + name
      + "' in rowtype " + underlyingRowType);
}
 

private List<String> fieldNames(RelDataType relDataType) {
  ArrayList<String> names = new ArrayList<>();

  for (RelDataTypeField rdtf : relDataType.getFieldList()) {
    names.add(rdtf.getName());
  }
  return names;
}
 

public static Rel addRenamedProject(SqlHandlerConfig config, Rel rel, RelDataType validatedRowType) {
  RelDataType t = rel.getRowType();

  RexBuilder b = rel.getCluster().getRexBuilder();
  List<RexNode> projections = Lists.newArrayList();
  int projectCount = t.getFieldList().size();

  for (int i =0; i < projectCount; i++) {
    projections.add(b.makeInputRef(rel, i));
  }

  final List<String> fieldNames2 = SqlValidatorUtil.uniquify(
          validatedRowType.getFieldNames(),
          SqlValidatorUtil.F_SUGGESTER,
          rel.getCluster().getTypeFactory().getTypeSystem().isSchemaCaseSensitive());

  RelDataType newRowType = RexUtil.createStructType(rel.getCluster().getTypeFactory(), projections, fieldNames2);

  ProjectRel topProj = ProjectRel.create(rel.getCluster(), rel.getTraitSet(), rel, projections, newRowType);

  final boolean hasAnyType = Iterables.find(
      validatedRowType.getFieldList(),
      new Predicate<RelDataTypeField>() {
        @Override
        public boolean apply(@Nullable RelDataTypeField input) {
          return input.getType().getSqlTypeName() == SqlTypeName.ANY;
        }
      },
      null
  ) != null;

  // Add a final non-trivial Project to get the validatedRowType, if child is not project or the input row type
  // contains at least one field of type ANY
  if (rel instanceof Project && MoreRelOptUtil.isTrivialProject(topProj, true) && !hasAnyType) {
    return rel;
  }

  return topProj;
}
 

/**
 * Trims the fields of an input relational expression.
 *
 * @param rel        Relational expression
 * @param input      Input relational expression, whose fields to trim
 * @param fieldsUsed Bitmap of fields needed by the consumer
 * @return New relational expression and its field mapping
 */
protected TrimResult trimChild(
    RelNode rel,
    RelNode input,
    final ImmutableBitSet fieldsUsed,
    Set<RelDataTypeField> extraFields) {
  final ImmutableBitSet.Builder fieldsUsedBuilder = fieldsUsed.rebuild();

  // Fields that define the collation cannot be discarded.
  final RelMetadataQuery mq = rel.getCluster().getMetadataQuery();
  final ImmutableList<RelCollation> collations = mq.collations(input);
  for (RelCollation collation : collations) {
    for (RelFieldCollation fieldCollation : collation.getFieldCollations()) {
      fieldsUsedBuilder.set(fieldCollation.getFieldIndex());
    }
  }

  // Correlating variables are a means for other relational expressions to use
  // fields.
  for (final CorrelationId correlation : rel.getVariablesSet()) {
    rel.accept(
        new CorrelationReferenceFinder() {
          protected RexNode handle(RexFieldAccess fieldAccess) {
            final RexCorrelVariable v =
                (RexCorrelVariable) fieldAccess.getReferenceExpr();
            if (v.id.equals(correlation)) {
              fieldsUsedBuilder.set(fieldAccess.getField().getIndex());
            }
            return fieldAccess;
          }
        });
  }

  return dispatchTrimFields(input, fieldsUsedBuilder.build(), extraFields);
}
 

/** Returns the row type of a table after any {@link ColumnStrategy#VIRTUAL}
 * columns have been removed. This is the type of the records that are
 * actually stored. */
public static RelDataType realRowType(RelOptTable table) {
    final RelDataType rowType = table.getRowType();
    final List<ColumnStrategy> strategies = columnStrategies(table);
    if (!strategies.contains(ColumnStrategy.VIRTUAL)) {
        return rowType;
    }
    final RelDataTypeFactory.Builder builder = table.getRelOptSchema().getTypeFactory().builder();
    for (RelDataTypeField field : rowType.getFieldList()) {
        if (strategies.get(field.getIndex()) != ColumnStrategy.VIRTUAL) {
            builder.add(field);
        }
    }
    return builder.build();
}
 

protected Iterable<StatColumn> getStatColumnsPerField(final RelDataTypeField field) {
  final RelDataTypeFamily family = field.getType().getFamily();
  Collection<StatType> dims = DIMENSIONS.get(family);
  if (dims.isEmpty()) {
    dims = DIMENSIONS.get(SqlTypeFamily.ANY);
  }

  return FluentIterable.from(dims)
    .transform(new Function<StatType, StatColumn>() {
      @Override
      public StatColumn apply(final StatType type) {
        return new StatColumn(type, field);
      }
    });
}
 

/**
 * Retrieves the fields corresponding to a join between a left and right
 * tree
 *
 * @param left left hand side of the join
 * @param right right hand side of the join
 *
 * @return fields of the join
 */
public List<RelDataTypeField> getJoinFields(
    LoptJoinTree left,
    LoptJoinTree right) {
  RelDataType rowType =
      factory.createJoinType(
          left.getJoinTree().getRowType(),
          right.getJoinTree().getRowType());
  return rowType.getFieldList();
}