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use crate::arrow::array_reader::{ArrayReader, ListArrayReader, StructArrayReader};
use crate::errors::Result;
use arrow_array::{Array, ArrayRef, MapArray};
use arrow_schema::DataType as ArrowType;
use std::any::Any;
use std::sync::Arc;
pub struct MapArrayReader {
data_type: ArrowType,
reader: ListArrayReader<i32>,
}
impl MapArrayReader {
pub fn new(
key_reader: Box<dyn ArrayReader>,
value_reader: Box<dyn ArrayReader>,
data_type: ArrowType,
def_level: i16,
rep_level: i16,
nullable: bool,
) -> Self {
let struct_def_level = match nullable {
true => def_level + 2,
false => def_level + 1,
};
let struct_rep_level = rep_level + 1;
let element = match &data_type {
ArrowType::Map(element, _) => match element.data_type() {
ArrowType::Struct(fields) if fields.len() == 2 => {
assert!(!element.is_nullable(), "map struct cannot be nullable");
element
}
_ => unreachable!("expected struct with two fields"),
},
_ => unreachable!("expected map type"),
};
let struct_reader = StructArrayReader::new(
element.data_type().clone(),
vec![key_reader, value_reader],
struct_def_level,
struct_rep_level,
false,
);
let reader = ListArrayReader::new(
Box::new(struct_reader),
ArrowType::List(element.clone()),
def_level,
rep_level,
nullable,
);
Self { data_type, reader }
}
}
impl ArrayReader for MapArrayReader {
fn as_any(&self) -> &dyn Any {
self
}
fn get_data_type(&self) -> &ArrowType {
&self.data_type
}
fn read_records(&mut self, batch_size: usize) -> Result<usize> {
self.reader.read_records(batch_size)
}
fn consume_batch(&mut self) -> Result<ArrayRef> {
let array = self.reader.consume_batch().unwrap();
let data = array.data().clone();
let builder = data.into_builder().data_type(self.data_type.clone());
Ok(Arc::new(MapArray::from(unsafe {
builder.build_unchecked()
})))
}
fn skip_records(&mut self, num_records: usize) -> Result<usize> {
self.reader.skip_records(num_records)
}
fn get_def_levels(&self) -> Option<&[i16]> {
self.reader.get_def_levels()
}
fn get_rep_levels(&self) -> Option<&[i16]> {
self.reader.get_rep_levels()
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::arrow::arrow_reader::ParquetRecordBatchReader;
use crate::arrow::ArrowWriter;
use arrow::datatypes::{Field, Int32Type, Schema};
use arrow_array::builder::{MapBuilder, PrimitiveBuilder, StringBuilder};
use arrow_array::cast::*;
use arrow_array::RecordBatch;
use bytes::Bytes;
#[test]
fn read_map_array_column() {
let schema = Schema::new(vec![Field::new(
"map",
ArrowType::Map(
Box::new(Field::new(
"entries",
ArrowType::Struct(vec![
Field::new("keys", ArrowType::Utf8, false),
Field::new("values", ArrowType::Int32, true),
]),
false,
)),
false, ),
true,
)]);
let string_builder = StringBuilder::new();
let ints_builder: PrimitiveBuilder<Int32Type> = PrimitiveBuilder::new();
let mut map_builder = MapBuilder::new(None, string_builder, ints_builder);
map_builder.append(false).expect("adding null map entry");
map_builder.append(false).expect("adding null map entry");
map_builder.keys().append_value("three");
map_builder.keys().append_value("four");
map_builder.keys().append_value("five");
map_builder.keys().append_value("six");
map_builder.keys().append_value("seven");
map_builder.values().append_value(3);
map_builder.values().append_value(4);
map_builder.values().append_value(5);
map_builder.values().append_value(6);
map_builder.values().append_value(7);
map_builder.append(true).expect("adding map entry");
let batch =
RecordBatch::try_new(Arc::new(schema), vec![Arc::new(map_builder.finish())])
.expect("create record batch");
let mut buffer = Vec::with_capacity(1024);
let mut writer = ArrowWriter::try_new(&mut buffer, batch.schema(), None)
.expect("creat file writer");
writer.write(&batch).expect("writing file");
writer.close().expect("close writer");
let reader = Bytes::from(buffer);
let record_batch_reader =
ParquetRecordBatchReader::try_new(reader, 1024).unwrap();
for maybe_record_batch in record_batch_reader {
let record_batch = maybe_record_batch.expect("Getting current batch");
let col = record_batch.column(0);
assert!(col.is_null(0));
assert!(col.is_null(1));
let map_entry = as_map_array(col).value(2);
let struct_col = as_struct_array(&map_entry);
let key_col = as_string_array(struct_col.column(0)); assert_eq!(key_col.value(0), "three");
assert_eq!(key_col.value(1), "four");
assert_eq!(key_col.value(2), "five");
assert_eq!(key_col.value(3), "six");
assert_eq!(key_col.value(4), "seven");
}
}
}