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//! Support for the `arrow` crate (requires one the `arrow-*` features)
//!
//! Functions to convert Rust objects into arrow Arrays. Deserialization from
//! `arrow` arrays to Rust objects is not yet supported.
//!
#![deny(missing_docs)]
mod schema;
mod sinks;
mod type_support;
#[cfg(test)]
mod test;
use serde::Serialize;
use crate::{
_impl::arrow::{
array::{self, ArrayRef},
datatypes::Field,
},
internal::{
self,
error::Result,
schema::{GenericField, TracingOptions},
},
};
use self::sinks::ArrowPrimitiveBuilders;
/// Determine the schema (as a list of fields) for the given items
///
/// `items` should be given in the form a list of records (e.g., a vector of
/// structs).
///
/// To correctly record the type information make sure to:
///
/// - include values for `Option<T>`
/// - include all variants of an enum
/// - include at least single element of a list or a map
///
/// Example:
///
/// ```rust
/// # use serde_arrow::_impl::arrow as arrow;
/// #
/// use arrow::datatypes::{DataType, Field};
/// use serde::Serialize;
/// use serde_arrow::arrow::serialize_into_fields;
///
/// ##[derive(Serialize)]
/// struct Record {
/// a: Option<f32>,
/// b: u64,
/// }
///
/// let items = vec![
/// Record { a: Some(1.0), b: 2},
/// // ...
/// ];
///
/// let fields = serialize_into_fields(&items, Default::default()).unwrap();
/// let expected = vec![
/// Field::new("a", DataType::Float32, true),
/// Field::new("b", DataType::UInt64, false),
/// ];
///
/// assert_eq!(fields, expected);
/// ```
///
pub fn serialize_into_fields<T>(items: &T, options: TracingOptions) -> Result<Vec<Field>>
where
T: Serialize + ?Sized,
{
internal::serialize_into_fields(items, options)?
.iter()
.map(|f| f.try_into())
.collect()
}
/// Determine the schema of an object that represents a single array
///
/// Example:
///
/// ```rust
/// # use serde_arrow::_impl::arrow as arrow;
/// use arrow::datatypes::{DataType, Field};
/// use serde_arrow::arrow::serialize_into_field;
///
/// let items: Vec<f32> = vec![1.0, 2.0, 3.0, 4.0];
///
/// let field = serialize_into_field(&items, "floats", Default::default()).unwrap();
/// assert_eq!(field, Field::new("floats", DataType::Float32, false));
/// ```
///
pub fn serialize_into_field<T>(items: &T, name: &str, options: TracingOptions) -> Result<Field>
where
T: Serialize + ?Sized,
{
let field = internal::serialize_into_field(items, name, options)?;
(&field).try_into()
}
/// Build arrays from the given items
///
/// `items` should be given in the form a list of records (e.g., a vector of
/// structs).
///
/// Example:
///
/// ```rust
/// use serde::Serialize;
/// use serde_arrow::arrow::{serialize_into_fields, serialize_into_arrays};
///
/// ##[derive(Serialize)]
/// struct Record {
/// a: Option<f32>,
/// b: u64,
/// }
///
/// let items = vec![
/// Record { a: Some(1.0), b: 2},
/// // ...
/// ];
///
/// let fields = serialize_into_fields(&items, Default::default()).unwrap();
/// let arrays = serialize_into_arrays(&fields, &items).unwrap();
///
/// assert_eq!(arrays.len(), 2);
/// ```
///
pub fn serialize_into_arrays<T>(fields: &[Field], items: &T) -> Result<Vec<ArrayRef>>
where
T: Serialize + ?Sized,
{
let fields = fields
.iter()
.map(GenericField::try_from)
.collect::<Result<Vec<_>>>()?;
let arrays = internal::serialize_into_arrays::<T, ArrowPrimitiveBuilders>(&fields, items)?;
Ok(arrays.into_iter().map(array::make_array).collect())
}
/// Serialize an object that represents a single array into an array
///
/// Example:
///
/// ```rust
/// # use serde_arrow::_impl::arrow as arrow;
/// #
/// use arrow::datatypes::{DataType, Field};
/// use serde_arrow::arrow::serialize_into_array;
///
/// let items: Vec<f32> = vec![1.0, 2.0, 3.0, 4.0];
///
/// let field = Field::new("floats", DataType::Float32, false);
/// let array = serialize_into_array(&field, &items).unwrap();
///
/// assert_eq!(array.len(), 4);
/// ```
pub fn serialize_into_array<T>(field: &Field, items: &T) -> Result<ArrayRef>
where
T: Serialize + ?Sized,
{
let field: GenericField = field.try_into()?;
let data = internal::serialize_into_array::<T, ArrowPrimitiveBuilders>(&field, items)?;
Ok(array::make_array(data))
}
/// Build a single array item by item
///
/// Example:
///
/// ```rust
/// # use serde_arrow::_impl::arrow as arrow;
/// use arrow::datatypes::{Field, DataType};
/// use serde_arrow::arrow::ArrayBuilder;
///
/// let field = Field::new("value", DataType::Int64, false);
/// let mut builder = ArrayBuilder::new(&field).unwrap();
///
/// builder.push(&-1_i64).unwrap();
/// builder.push(&2_i64).unwrap();
/// builder.push(&-3_i64).unwrap();
///
/// builder.extend(&[4_i64, -5, 6]).unwrap();
///
/// let array = builder.build_array().unwrap();
/// assert_eq!(array.len(), 6);
/// ```
pub struct ArrayBuilder {
inner: internal::GenericArrayBuilder<ArrowPrimitiveBuilders>,
}
impl ArrayBuilder {
/// Construct a new build for the given field
///
/// This method may fail for an unsupported data type of the given field.
///
pub fn new(field: &Field) -> Result<Self> {
Ok(Self {
inner: internal::GenericArrayBuilder::new(GenericField::try_from(field)?)?,
})
}
/// Add a single item to the arrays
///
pub fn push<T: Serialize + ?Sized>(&mut self, item: &T) -> Result<()> {
self.inner.push(item)
}
/// Add multiple item to the arrays
///
pub fn extend<T: Serialize + ?Sized>(&mut self, items: &T) -> Result<()> {
self.inner.extend(items)
}
/// Build the array from the rows pushed to far.
///
/// This operation will reset the underlying buffers and start a new batch.
///
pub fn build_array(&mut self) -> Result<ArrayRef> {
let data = self.inner.build_array()?;
Ok(array::make_array(data))
}
}
/// Build arrays record by record
///
/// Example:
///
/// ```rust
/// # use serde_arrow::_impl::arrow as arrow;
/// use arrow::datatypes::{DataType, Field};
/// use serde::Serialize;
/// use serde_arrow::arrow::{ArraysBuilder};
///
/// ##[derive(Serialize)]
/// struct Record {
/// a: Option<f32>,
/// b: u64,
/// }
/// let fields = vec![
/// Field::new("a", DataType::Float32, true),
/// Field::new("b", DataType::UInt64, false),
/// ];
/// let mut builder = ArraysBuilder::new(&fields).unwrap();
///
/// builder.push(&Record { a: Some(1.0), b: 2}).unwrap();
/// builder.push(&Record { a: Some(3.0), b: 4}).unwrap();
/// builder.push(&Record { a: Some(5.0), b: 5}).unwrap();
///
/// builder.extend(&[
/// Record { a: Some(6.0), b: 7},
/// Record { a: Some(8.0), b: 9},
/// Record { a: Some(10.0), b: 11},
/// ]).unwrap();
///
/// let arrays = builder.build_arrays().unwrap();
///
/// assert_eq!(arrays.len(), 2);
/// assert_eq!(arrays[0].len(), 6);
/// ```
pub struct ArraysBuilder {
inner: internal::GenericArraysBuilder<ArrowPrimitiveBuilders>,
}
impl std::fmt::Debug for ArraysBuilder {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
write!(f, "ArraysBuilder<...>")
}
}
impl ArraysBuilder {
/// Build a new ArraysBuilder for the given fields
///
/// This method may fail when unsupported data types are encountered in the
/// given fields.
///
pub fn new(fields: &[Field]) -> Result<Self> {
let fields = fields
.iter()
.map(GenericField::try_from)
.collect::<Result<Vec<_>>>()?;
Ok(Self {
inner: internal::GenericArraysBuilder::new(fields)?,
})
}
/// Add a single record to the arrays
///
pub fn push<T: Serialize + ?Sized>(&mut self, item: &T) -> Result<()> {
self.inner.push(item)
}
/// Add multiple records to the arrays
///
pub fn extend<T: Serialize + ?Sized>(&mut self, items: &T) -> Result<()> {
self.inner.extend(items)
}
/// Build the arrays from the rows pushed to far.
///
/// This operation will reset the underlying buffers and start a new batch.
///
pub fn build_arrays(&mut self) -> Result<Vec<ArrayRef>> {
let data = self.inner.build_arrays()?;
Ok(data.into_iter().map(array::make_array).collect())
}
}