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write.rs
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use crate::{metadata::MetadataRef, utils::write_integer};
use super::{BasicType, PrimitiveTypeId};
fn primitive_header(primitive_type_id: PrimitiveTypeId) -> u8 {
// 7 2 1 0
// +------------------------------------+------------+
// | value_header | basic_type |
// +------------------------------------+------------+
let basic_type = 0;
basic_type | (primitive_type_id as u8) << 2
}
pub fn serialize_null() -> u8 {
primitive_header(PrimitiveTypeId::Null)
}
pub fn write_null(buffer: &mut Vec<u8>) {
let header = primitive_header(PrimitiveTypeId::Null);
buffer.push(header);
}
pub fn serialize_bool(value: bool) -> u8 {
match value {
true => primitive_header(PrimitiveTypeId::BoolTrue),
false => primitive_header(PrimitiveTypeId::BoolFalse),
}
}
pub fn write_bool(buffer: &mut Vec<u8>, value: bool) {
// Booleans are just headers
let header = match value {
true => primitive_header(PrimitiveTypeId::BoolTrue),
false => primitive_header(PrimitiveTypeId::BoolFalse),
};
buffer.push(header);
}
// TODO: Make generic and support others.
pub fn write_i64(buffer: &mut Vec<u8>, value: i64) {
let header = primitive_header(PrimitiveTypeId::Int64);
buffer.push(header);
buffer.extend_from_slice(&value.to_le_bytes());
}
pub fn write_f64(buffer: &mut Vec<u8>, value: f64) {
let header = primitive_header(PrimitiveTypeId::Float64);
buffer.push(header);
buffer.extend_from_slice(&value.to_le_bytes());
}
pub fn write_decimal(buffer: &mut Vec<u8>, value: i128, scale: u8) {
if scale > 38 {
panic!("Decimal scale must be between 0 and 38.");
}
if value < i32::MAX as i128 {
buffer.push(primitive_header(PrimitiveTypeId::Decimal4));
buffer.push(scale.to_le());
buffer.extend_from_slice(&(value as i32).to_le_bytes());
} else if value < i64::MAX as i128 {
buffer.push(primitive_header(PrimitiveTypeId::Decimal8));
buffer.push(scale.to_le());
buffer.extend_from_slice(&(value as i64).to_le_bytes());
} else {
buffer.push(primitive_header(PrimitiveTypeId::Decimal16));
buffer.push(scale.to_le());
buffer.extend_from_slice(&value.to_le_bytes());
};
}
pub fn write_string(buffer: &mut Vec<u8>, value: &str) {
let header = primitive_header(PrimitiveTypeId::String);
buffer.push(header);
buffer.extend_from_slice(&(value.len() as i32).to_le_bytes());
buffer.extend_from_slice(value.as_bytes());
}
// See: https://github.com/apache/spark/tree/master/common/variant#value-data-for-array-basic_type3
pub struct ArrayBuilder<'a> {
buffer: &'a mut Vec<u8>,
field_offset_width: u8,
// This is used to hold the value data as we collect. Once finished, it will
// be appended to the buffer.
tmp_buffer: Vec<u8>,
}
// See: https://github.com/apache/spark/tree/master/common/variant#value-data-for-object-basic_type2
impl<'a> ArrayBuilder<'a> {
pub fn new(buffer: &'a mut Vec<u8>, num_elements: usize) -> Self {
let field_offset_width = crate::utils::determine_byte_width(num_elements);
let is_large = if num_elements > i8::MAX as usize {
1
} else {
0
};
let num_elements_width = if is_large == 1 { 4 } else { 1 };
let mut capacity_needed = 1 + num_elements_width; // header plus num_elements
capacity_needed += field_offset_width as usize * (num_elements + 1); // offsets
capacity_needed += num_elements; // for value headers
buffer.reserve(capacity_needed);
// Array header layout
// 5 3 2 1 0
// +-----------+---+-------+
// | | | |
// +-----------+---+-------+
// ^ ^
// | +-- field_offset_size_minus_one
// +-- is_large
let header = is_large << 2 | (field_offset_width - 1);
let header = header << 2 | BasicType::Array as u8;
buffer.push(header);
write_integer(buffer, num_elements, num_elements_width as u8);
// Offsets always start at 0.
write_integer(buffer, 0, field_offset_width);
Self {
buffer,
field_offset_width,
tmp_buffer: Vec::new(),
}
}
pub fn append_value(&mut self, value: &[u8]) {
self.tmp_buffer.extend_from_slice(value);
let size = self.tmp_buffer.len();
write_integer(self.buffer, size, self.field_offset_width);
}
pub fn finish(self) {
// Append the collected data.
self.buffer.extend_from_slice(&self.tmp_buffer);
}
}
/// TODO: how can we make the builders re-useable?
pub struct ObjectBuilder<'a> {
buffer: &'a mut Vec<u8>,
// Offset into buffer where the header is. This is used to update the width
// of the field offset values.
header_offset: usize,
// Pairs of field id and offset. (The final offset is managed separately.)
field_id_and_offsets: Vec<(usize, usize)>,
// This is used to hold the value data as we collect. Once finished, it will
// be appended to the buffer.
tmp_buffer: Vec<u8>,
metadata: &'a MetadataRef<'a>,
}
// We should pass down the object size
// Then we can pre-allocate for the field ids, offsets and value headers.
//
// The field ids and field offsets must be in lexicographical order of the
// corresponding field names in the metadata dictionary. We can assume the field
// ids themselves have already been sorted, and thus we just need to sort the
// field ids in numeric order.
impl<'a> ObjectBuilder<'a> {
pub fn with_capacity(
buffer: &'a mut Vec<u8>,
metadata: &'a MetadataRef<'a>,
num_elements: usize, // TODO: make this function like capacity, and make not required.
) -> Self {
// Object Header
// 5 4 3 2 1 0
// +---+---+-------+-------+
// | | | | |
// +---+---+-------+-------+
// ^ ^ ^
// | | +-- field_offset_size_minus_one
// | +-- field_id_size_minus_one
// +-- is_large
let is_large = if num_elements > i8::MAX as usize {
1 // Use 64-bit size
} else {
0 // Use 8-bit size
};
let num_elements_width = if is_large > 0 { 4 } else { 1 };
let field_id_size = crate::utils::determine_byte_width(num_elements);
// We skip field offset until the end.
let header = is_large << 4 | (field_id_size - 1) << 2;
let header = header << 2 | BasicType::Object as u8;
// TODO: this is all deferred so we might as well do a reservation in finish()
// Reserve lower bound of space needed for object.
let mut needed_capacity = 1 + num_elements_width; // for header and size
needed_capacity += num_elements * field_id_size as usize; // for field ids
needed_capacity += 1 + num_elements; // for field offsets (We don't know width, so we assume 1 byte for now.)
needed_capacity += num_elements; // for value headers
buffer.reserve(needed_capacity);
let header_offset = buffer.len();
buffer.push(header);
// Append num elements
write_integer(buffer, num_elements, num_elements_width as u8);
Self {
buffer,
header_offset,
field_id_and_offsets: Vec::with_capacity(num_elements),
tmp_buffer: Vec::new(),
metadata,
}
}
fn append(
&mut self,
field_name: &str,
appender: impl FnOnce(&mut Vec<u8>),
) -> Result<(), String> {
let field_id = self.metadata.find_string(field_name).ok_or_else(|| {
format!(
"Key '{}' is not present in metadata dictionary.",
field_name
)
})?;
let offset = self.tmp_buffer.len();
self.field_id_and_offsets.push((field_id, offset));
appender(&mut self.tmp_buffer);
Ok(())
}
pub fn append_value(&mut self, field_name: &str, value: &[u8]) -> Result<(), String> {
self.append(field_name, |buffer| buffer.extend_from_slice(value))
}
pub fn append_string(&mut self, field_name: &str, value: &str) -> Result<(), String> {
self.append(field_name, |buffer| write_string(buffer, value))
}
pub fn append_i64(&mut self, field_name: &str, value: i64) -> Result<(), String> {
self.append(field_name, |buffer| write_i64(buffer, value))
}
pub fn append_f64(&mut self, field_name: &str, value: f64) -> Result<(), String> {
self.append(field_name, |buffer| write_f64(buffer, value))
}
pub fn append_decimal(
&mut self,
field_name: &str,
value: i128,
scale: u8,
) -> Result<(), String> {
self.append(field_name, |buffer| write_decimal(buffer, value, scale))
}
pub fn finish(mut self) {
let final_offset = self.tmp_buffer.len();
let offset_width = crate::utils::determine_byte_width(final_offset);
let max_field_id = self
.field_id_and_offsets
.iter()
.map(|(field_id, _offset)| *field_id)
.max()
.unwrap_or_default();
let field_id_width = crate::utils::determine_byte_width(max_field_id);
// Since it was unknown as the time, we did not set the offset width
// in the header, so we do that now.
let current_header = self.buffer[self.header_offset];
self.buffer[self.header_offset] = current_header | (offset_width - 1) << 2;
let mut needed_capacity = field_id_width as usize * self.field_id_and_offsets.len();
needed_capacity += offset_width as usize * self.field_id_and_offsets.len();
needed_capacity += self.buffer.len();
self.buffer.reserve(needed_capacity);
// Sort by field id.
self.field_id_and_offsets
.sort_unstable_by_key(|(field_id, _offset)| *field_id);
for (field_id, _offset) in &self.field_id_and_offsets {
write_integer(self.buffer, *field_id, field_id_width);
}
for (_field_id, offset) in self.field_id_and_offsets {
write_integer(self.buffer, offset, offset_width);
}
write_integer(self.buffer, final_offset, offset_width);
self.buffer.extend_from_slice(&self.tmp_buffer);
}
}
#[cfg(test)]
mod tests {
use crate::{metadata::build_metadata, values::VariantRef};
use super::*;
#[test]
fn test_write_bool() {
let mut buffer = Vec::new();
write_bool(&mut buffer, true);
assert_eq!(buffer.len(), 1);
let variant = VariantRef::try_new(&buffer).unwrap();
assert_eq!(variant.basic_type(), BasicType::Primitive);
assert_eq!(variant.primitive_type_id(), PrimitiveTypeId::BoolTrue);
buffer.clear();
write_bool(&mut buffer, false);
assert_eq!(buffer.len(), 1);
let variant = VariantRef::try_new(&buffer).unwrap();
assert_eq!(variant.basic_type(), BasicType::Primitive);
assert_eq!(variant.primitive_type_id(), PrimitiveTypeId::BoolFalse);
}
#[test]
fn test_write_i64() {
let mut buffer = Vec::new();
for value in [0, -100, 100, i64::MAX, i64::MIN] {
write_i64(&mut buffer, value);
let variant = VariantRef::try_new(&buffer).unwrap();
assert_eq!(variant.basic_type(), BasicType::Primitive);
assert_eq!(variant.primitive_type_id(), PrimitiveTypeId::Int64);
let roundtripped = variant.get_i64();
assert_eq!(value, roundtripped);
buffer.clear();
}
}
#[test]
fn test_write_object() {
let mut buffer = Vec::new();
// We insert in non-lexographical order so we can test it gets ordered
// correctly later.
let metadata = build_metadata(["user_id", "date", "score"].into_iter());
let metadata_ref = MetadataRef::new(&metadata);
let mut object_builder = ObjectBuilder::with_capacity(&mut buffer, &metadata_ref, 3);
let mut inner_buffer = Vec::new();
write_i64(&mut inner_buffer, 42);
object_builder
.append_value("user_id", &inner_buffer)
.unwrap();
inner_buffer.clear();
write_string(&mut inner_buffer, "2024-01-01");
object_builder.append_value("date", &inner_buffer).unwrap();
inner_buffer.clear();
write_f64(&mut inner_buffer, 23.0);
object_builder.append_value("score", &inner_buffer).unwrap();
inner_buffer.clear();
// Should error if we pass non-existent field name
let res = object_builder.append_value("non-existent", &[]);
assert!(matches!(res, Err(err) if err.contains("not present in metadata dictionary")));
object_builder.finish();
let variant = VariantRef::try_new(&buffer).unwrap();
let field_id = metadata_ref.find_string("user_id").unwrap();
let user_id = variant.get_object().unwrap().get_field(field_id).unwrap();
assert_eq!(user_id.get_i64(), 42);
let field_id = metadata_ref.find_string("date").unwrap();
let date = variant.get_object().unwrap().get_field(field_id).unwrap();
assert_eq!(date.get_string(), "2024-01-01");
let field_id = metadata_ref.find_string("score").unwrap();
let score = variant.get_object().unwrap().get_field(field_id).unwrap();
assert_eq!(score.get_f64(), 23.0);
assert!(variant.get_object().unwrap().get_field(42).is_none());
}
#[test]
fn test_write_array() {
let mut buffer = Vec::new();
let mut builder = ArrayBuilder::new(&mut buffer, 3);
let mut tmp_buf = Vec::new();
write_i64(&mut tmp_buf, 42);
builder.append_value(&tmp_buf);
tmp_buf.clear();
write_f64(&mut tmp_buf, 32.0);
builder.append_value(&tmp_buf);
tmp_buf.clear();
write_string(&mut tmp_buf, "hello world");
builder.append_value(&tmp_buf);
tmp_buf.clear();
builder.finish();
let variant = VariantRef::try_new(&buffer).unwrap();
assert!(matches!(variant.basic_type(), BasicType::Array));
let array_ref = variant.get_array().unwrap();
let first = array_ref.get_element(0).unwrap();
assert_eq!(first.get_i64(), 42);
let second = array_ref.get_element(1).unwrap();
assert_eq!(second.get_f64(), 32.0);
let third = array_ref.get_element(2).unwrap();
assert_eq!(third.get_string(), "hello world");
assert!(array_ref.get_element(3).is_none());
}
}