Examples with Keep org.apache.parquet.thrift.ConvertedField.Keep used on opensource projects

Example 1 with Keep

use of org.apache.parquet.thrift.ConvertedField.Keep in project parquet-mr by apache.

the class ThriftSchemaConvertVisitor method visit.

@Override
public ConvertedField visit(MapType mapType, State state) {
    ThriftField keyField = mapType.getKey();
    ThriftField valueField = mapType.getValue();
    State keyState = new State(state.path.push(keyField), REQUIRED, "key");
    // TODO: This is a bug! this should be REQUIRED but changing this will
    // break the the schema compatibility check against old data
    // Thrift does not support null / missing map values.
    State valueState = new State(state.path.push(valueField), OPTIONAL, "value");
    ConvertedField convertedKey = keyField.getType().accept(this, keyState);
    ConvertedField convertedValue = valueField.getType().accept(this, valueState);
    if (!convertedKey.isKeep()) {
        if (convertedValue.isKeep()) {
            throw new ThriftProjectionException("Cannot select only the values of a map, you must keep the keys as well: " + state.path);
        }
        // neither key nor value was requested
        return new Drop(state.path);
    }
    // NOTE: doProjections prevents us from infinite recursion here.
    if (doProjection) {
        ConvertedField fullConvKey = keyField.getType().accept(new ThriftSchemaConvertVisitor(FieldProjectionFilter.ALL_COLUMNS, false, keepOneOfEachUnion), keyState);
        if (!fullConvKey.asKeep().getType().equals(convertedKey.asKeep().getType())) {
            throw new ThriftProjectionException("Cannot select only a subset of the fields in a map key, " + "for path " + state.path);
        }
    }
    if (convertedValue.isKeep()) {
        // keep both key and value
        Type mapField = mapType(state.repetition, state.name, convertedKey.asKeep().getType(), convertedValue.asKeep().getType());
        return new Keep(state.path, mapField);
    }
    // keep only the key, not the value
    ConvertedField sentinelValue = valueField.getType().accept(new ThriftSchemaConvertVisitor(new KeepOnlyFirstPrimitiveFilter(), true, keepOneOfEachUnion), valueState);
    Type mapField = mapType(state.repetition, state.name, convertedKey.asKeep().getType(), // signals to mapType method to project the value
    sentinelValue.asKeep().getType());
    return new Keep(state.path, mapField);
}

Example 2 with Keep

use of org.apache.parquet.thrift.ConvertedField.Keep in project parquet-mr by apache.

the class ThriftSchemaConvertVisitor method visit.

@Override
public ConvertedField visit(StructType structType, State state) {
    // special care is taken when converting unions,
    // because we are actually both converting + projecting in
    // one pass, and unions need special handling when projecting.
    final boolean needsToKeepOneOfEachUnion = keepOneOfEachUnion && isUnion(structType.getStructOrUnionType());
    boolean hasSentinelUnionColumns = false;
    boolean hasNonSentinelUnionColumns = false;
    List<Type> convertedChildren = new ArrayList<Type>();
    for (ThriftField child : structType.getChildren()) {
        State childState = new State(state.path.push(child), getRepetition(child), child.getName());
        ConvertedField converted = child.getType().accept(this, childState);
        if (!converted.isKeep() && needsToKeepOneOfEachUnion) {
            // user is not keeping this "kind" of union, but we still need
            // to keep at least one of the primitives of this union around.
            // in order to know what "kind" of union each record is.
            // TODO: in the future, we should just filter these records out instead
            // re-do the recursion, with a new projection filter that keeps only
            // the first primitive it encounters
            ConvertedField firstPrimitive = child.getType().accept(new ThriftSchemaConvertVisitor(new KeepOnlyFirstPrimitiveFilter(), true, keepOneOfEachUnion), childState);
            convertedChildren.add(firstPrimitive.asKeep().getType().withId(child.getFieldId()));
            hasSentinelUnionColumns = true;
        }
        if (converted.isSentinelUnion()) {
            // child field is a sentinel union that we should drop if possible
            if (childState.repetition == REQUIRED) {
                // but this field is required, so we may still need it
                convertedChildren.add(converted.asSentinelUnion().getType().withId(child.getFieldId()));
                hasSentinelUnionColumns = true;
            }
        } else if (converted.isKeep()) {
            // user has selected this column, so we keep it.
            convertedChildren.add(converted.asKeep().getType().withId(child.getFieldId()));
            hasNonSentinelUnionColumns = true;
        }
    }
    if (!hasNonSentinelUnionColumns && hasSentinelUnionColumns) {
        // we may not be able to, so tag this as a sentinel.
        return new SentinelUnion(state.path, new GroupType(state.repetition, state.name, convertedChildren));
    }
    if (hasNonSentinelUnionColumns) {
        // user requested some of the fields of this struct, so we keep the struct
        return new Keep(state.path, new GroupType(state.repetition, state.name, convertedChildren));
    } else {
        // user requested none of the fields of this struct, so we drop it
        return new Drop(state.path);
    }
}