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111 changes: 109 additions & 2 deletions core/src/writer.rs
Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@
use std::io;

use arrow_array::*;
use arrow_schema::Schema;
use arrow_schema::{DataType, Field, Schema};

use crate::bucket_writer::{BucketWriter, PagedBucketOutput};
use crate::schema::MosaicSchema;
Expand Down Expand Up @@ -48,6 +48,31 @@ fn check_zstd_block_size(size: usize, field: &str) -> io::Result<()> {
Ok(())
}

fn data_types_match(expected: &DataType, actual: &DataType) -> bool {
match (expected, actual) {
(DataType::List(expected_field), DataType::List(actual_field)) => {
fields_match(expected_field, actual_field)
}
(
DataType::Map(expected_field, expected_sorted),
DataType::Map(actual_field, actual_sorted),
) => expected_sorted == actual_sorted && fields_match(expected_field, actual_field),
(DataType::Struct(expected_fields), DataType::Struct(actual_fields)) => {
expected_fields.len() == actual_fields.len()
&& expected_fields.iter().zip(actual_fields.iter()).all(
|(expected_field, actual_field)| fields_match(expected_field, actual_field),
)
}
_ => expected == actual,
}
}

fn fields_match(expected: &Field, actual: &Field) -> bool {
expected.name() == actual.name()
&& expected.is_nullable() == actual.is_nullable()
&& data_types_match(expected.data_type(), actual.data_type())
}

pub trait OutputFile {
fn write(&mut self, data: &[u8]) -> io::Result<()>;
fn flush(&mut self) -> io::Result<()>;
Expand Down Expand Up @@ -299,6 +324,7 @@ impl<S: OutputFile> MosaicWriter<S> {
),
));
}
self.validate_batch_schema(batch)?;

for (i, col) in self.schema.columns.iter().enumerate() {
if !col.nullable && batch.column(self.batch_col_map[i]).null_count() > 0 {
Expand Down Expand Up @@ -341,6 +367,36 @@ impl<S: OutputFile> MosaicWriter<S> {
Ok(())
}

fn validate_batch_schema(&self, batch: &RecordBatch) -> io::Result<()> {
let batch_schema = batch.schema();
for (i, col) in self.schema.columns.iter().enumerate() {
let batch_field = batch_schema.field(self.batch_col_map[i]);
if batch_field.name() != &col.name {
return Err(io::Error::new(
io::ErrorKind::InvalidInput,
format!(
"field name mismatch at column {}: schema has '{}' but batch has '{}'",
i,
col.name,
batch_field.name()
),
));
}
if !data_types_match(&col.data_type, batch_field.data_type()) {
return Err(io::Error::new(
io::ErrorKind::InvalidInput,
format!(
"field type mismatch for column '{}': schema has {:?} but batch has {:?}",
col.name,
col.data_type,
batch_field.data_type()
),
));
}
}
Ok(())
}

fn flush_row_group(&mut self) -> io::Result<()> {
if self.current_row_group_rows == 0 {
return Ok(());
Expand Down Expand Up @@ -831,7 +887,7 @@ mod tests {

let batch2 = RecordBatch::try_new(
Arc::new(Schema::new(vec![
Field::new("id", DataType::Int32, false),
Field::new("id", DataType::Int32, true),
Field::new("name", DataType::Utf8, true),
])),
vec![
Expand All @@ -842,6 +898,57 @@ mod tests {
.unwrap();
let result = writer.write_batch(&batch2);
assert!(result.is_ok());

let batch3 = RecordBatch::try_new(
Arc::new(Schema::new(vec![
Field::new("id", DataType::Int32, false),
Field::new("name", DataType::Utf8, true),
])),
vec![
Arc::new(Int32Array::from(vec![1, 2])),
Arc::new(StringArray::from(vec![None, Some("world")])),
],
)
.unwrap();
let result = writer.write_batch(&batch3);
assert!(result.is_ok());
}

#[test]
fn test_write_batch_rejects_reordered_schema() {
let arrow_schema = Schema::new(vec![
Field::new("a", DataType::Int32, false),
Field::new("b", DataType::Int32, false),
]);
let out = MemOutputFile::new();
let mut writer = MosaicWriter::new(out, &arrow_schema, WriterOptions::default()).unwrap();

let batch = RecordBatch::try_new(
Arc::new(arrow_schema),
vec![
Arc::new(Int32Array::from(vec![1, 2])),
Arc::new(Int32Array::from(vec![10, 20])),
],
)
.unwrap();
writer.write_batch(&batch).unwrap();

let reordered_schema = Schema::new(vec![
Field::new("b", DataType::Int32, false),
Field::new("a", DataType::Int32, false),
]);
let reordered_batch = RecordBatch::try_new(
Arc::new(reordered_schema),
vec![
Arc::new(Int32Array::from(vec![30, 40])),
Arc::new(Int32Array::from(vec![3, 4])),
],
)
.unwrap();

let err = writer.write_batch(&reordered_batch).unwrap_err();
assert_eq!(err.kind(), io::ErrorKind::InvalidInput);
assert!(err.to_string().contains("field name mismatch"));
}

#[test]
Expand Down
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