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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
use crate::builder::{ArrayBuilder, BufferBuilder};
use crate::{Array, ArrayRef, MapArray, StructArray};
use arrow_buffer::Buffer;
use arrow_buffer::{NullBuffer, NullBufferBuilder};
use arrow_data::ArrayData;
use arrow_schema::{ArrowError, DataType, Field, FieldRef};
use std::any::Any;
use std::sync::Arc;
/// Builder for [`MapArray`]
///
/// ```
/// # use arrow_array::builder::{Int32Builder, MapBuilder, StringBuilder};
/// # use arrow_array::{Int32Array, StringArray};
///
/// let string_builder = StringBuilder::new();
/// let int_builder = Int32Builder::with_capacity(4);
///
/// // Construct `[{"joe": 1}, {"blogs": 2, "foo": 4}, {}, null]`
/// let mut builder = MapBuilder::new(None, string_builder, int_builder);
///
/// builder.keys().append_value("joe");
/// builder.values().append_value(1);
/// builder.append(true).unwrap();
///
/// builder.keys().append_value("blogs");
/// builder.values().append_value(2);
/// builder.keys().append_value("foo");
/// builder.values().append_value(4);
/// builder.append(true).unwrap();
/// builder.append(true).unwrap();
/// builder.append(false).unwrap();
///
/// let array = builder.finish();
/// assert_eq!(array.value_offsets(), &[0, 1, 3, 3, 3]);
/// assert_eq!(array.values().as_ref(), &Int32Array::from(vec![1, 2, 4]));
/// assert_eq!(array.keys().as_ref(), &StringArray::from(vec!["joe", "blogs", "foo"]));
///
/// ```
#[derive(Debug)]
pub struct MapBuilder<K: ArrayBuilder, V: ArrayBuilder> {
offsets_builder: BufferBuilder<i32>,
null_buffer_builder: NullBufferBuilder,
field_names: MapFieldNames,
key_builder: K,
value_builder: V,
value_field: Option<FieldRef>,
}
/// The [`Field`] names for a [`MapArray`]
#[derive(Debug, Clone)]
pub struct MapFieldNames {
/// [`Field`] name for map entries
pub entry: String,
/// [`Field`] name for map key
pub key: String,
/// [`Field`] name for map value
pub value: String,
}
impl Default for MapFieldNames {
fn default() -> Self {
Self {
entry: "entries".to_string(),
key: "keys".to_string(),
value: "values".to_string(),
}
}
}
impl<K: ArrayBuilder, V: ArrayBuilder> MapBuilder<K, V> {
/// Creates a new `MapBuilder`
pub fn new(field_names: Option<MapFieldNames>, key_builder: K, value_builder: V) -> Self {
let capacity = key_builder.len();
Self::with_capacity(field_names, key_builder, value_builder, capacity)
}
/// Creates a new `MapBuilder` with capacity
pub fn with_capacity(
field_names: Option<MapFieldNames>,
key_builder: K,
value_builder: V,
capacity: usize,
) -> Self {
let mut offsets_builder = BufferBuilder::<i32>::new(capacity + 1);
offsets_builder.append(0);
Self {
offsets_builder,
null_buffer_builder: NullBufferBuilder::new(capacity),
field_names: field_names.unwrap_or_default(),
key_builder,
value_builder,
value_field: None,
}
}
/// Override the field passed to [`MapBuilder::new`]
///
/// By default a nullable field is created with the name `values`
///
/// Note: [`Self::finish`] and [`Self::finish_cloned`] will panic if the
/// field's data type does not match that of `V`
pub fn with_values_field(self, field: impl Into<FieldRef>) -> Self {
Self {
value_field: Some(field.into()),
..self
}
}
/// Returns the key array builder of the map
pub fn keys(&mut self) -> &mut K {
&mut self.key_builder
}
/// Returns the value array builder of the map
pub fn values(&mut self) -> &mut V {
&mut self.value_builder
}
/// Returns both the key and value array builders of the map
pub fn entries(&mut self) -> (&mut K, &mut V) {
(&mut self.key_builder, &mut self.value_builder)
}
/// Finish the current map array slot
///
/// Returns an error if the key and values builders are in an inconsistent state.
#[inline]
pub fn append(&mut self, is_valid: bool) -> Result<(), ArrowError> {
if self.key_builder.len() != self.value_builder.len() {
return Err(ArrowError::InvalidArgumentError(format!(
"Cannot append to a map builder when its keys and values have unequal lengths of {} and {}",
self.key_builder.len(),
self.value_builder.len()
)));
}
self.offsets_builder.append(self.key_builder.len() as i32);
self.null_buffer_builder.append(is_valid);
Ok(())
}
/// Builds the [`MapArray`]
pub fn finish(&mut self) -> MapArray {
let len = self.len();
// Build the keys
let keys_arr = self.key_builder.finish();
let values_arr = self.value_builder.finish();
let offset_buffer = self.offsets_builder.finish();
self.offsets_builder.append(0);
let null_bit_buffer = self.null_buffer_builder.finish();
self.finish_helper(keys_arr, values_arr, offset_buffer, null_bit_buffer, len)
}
/// Builds the [`MapArray`] without resetting the builder.
pub fn finish_cloned(&self) -> MapArray {
let len = self.len();
// Build the keys
let keys_arr = self.key_builder.finish_cloned();
let values_arr = self.value_builder.finish_cloned();
let offset_buffer = Buffer::from_slice_ref(self.offsets_builder.as_slice());
let nulls = self.null_buffer_builder.finish_cloned();
self.finish_helper(keys_arr, values_arr, offset_buffer, nulls, len)
}
fn finish_helper(
&self,
keys_arr: Arc<dyn Array>,
values_arr: Arc<dyn Array>,
offset_buffer: Buffer,
nulls: Option<NullBuffer>,
len: usize,
) -> MapArray {
assert!(
keys_arr.null_count() == 0,
"Keys array must have no null values, found {} null value(s)",
keys_arr.null_count()
);
let keys_field = Arc::new(Field::new(
self.field_names.key.as_str(),
keys_arr.data_type().clone(),
false, // always non-nullable
));
let values_field = match &self.value_field {
Some(f) => f.clone(),
None => Arc::new(Field::new(
self.field_names.value.as_str(),
values_arr.data_type().clone(),
true,
)),
};
let struct_array =
StructArray::from(vec![(keys_field, keys_arr), (values_field, values_arr)]);
let map_field = Arc::new(Field::new(
self.field_names.entry.as_str(),
struct_array.data_type().clone(),
false, // always non-nullable
));
let array_data = ArrayData::builder(DataType::Map(map_field, false)) // TODO: support sorted keys
.len(len)
.add_buffer(offset_buffer)
.add_child_data(struct_array.into_data())
.nulls(nulls);
let array_data = unsafe { array_data.build_unchecked() };
MapArray::from(array_data)
}
/// Returns the current null buffer as a slice
pub fn validity_slice(&self) -> Option<&[u8]> {
self.null_buffer_builder.as_slice()
}
}
impl<K: ArrayBuilder, V: ArrayBuilder> ArrayBuilder for MapBuilder<K, V> {
fn len(&self) -> usize {
self.null_buffer_builder.len()
}
fn finish(&mut self) -> ArrayRef {
Arc::new(self.finish())
}
/// Builds the array without resetting the builder.
fn finish_cloned(&self) -> ArrayRef {
Arc::new(self.finish_cloned())
}
fn as_any(&self) -> &dyn Any {
self
}
fn as_any_mut(&mut self) -> &mut dyn Any {
self
}
fn into_box_any(self: Box<Self>) -> Box<dyn Any> {
self
}
}
#[cfg(test)]
mod tests {
use crate::builder::{make_builder, Int32Builder, StringBuilder};
use crate::{Int32Array, StringArray};
use super::*;
#[test]
#[should_panic(expected = "Keys array must have no null values, found 1 null value(s)")]
fn test_map_builder_with_null_keys_panics() {
let mut builder = MapBuilder::new(None, StringBuilder::new(), Int32Builder::new());
builder.keys().append_null();
builder.values().append_value(42);
builder.append(true).unwrap();
builder.finish();
}
#[test]
fn test_boxed_map_builder() {
let keys_builder = make_builder(&DataType::Utf8, 5);
let values_builder = make_builder(&DataType::Int32, 5);
let mut builder = MapBuilder::new(None, keys_builder, values_builder);
builder
.keys()
.as_any_mut()
.downcast_mut::<StringBuilder>()
.expect("should be an StringBuilder")
.append_value("1");
builder
.values()
.as_any_mut()
.downcast_mut::<Int32Builder>()
.expect("should be an Int32Builder")
.append_value(42);
builder.append(true).unwrap();
let map_array = builder.finish();
assert_eq!(
map_array
.keys()
.as_any()
.downcast_ref::<StringArray>()
.expect("should be an StringArray")
.value(0),
"1"
);
assert_eq!(
map_array
.values()
.as_any()
.downcast_ref::<Int32Array>()
.expect("should be an Int32Array")
.value(0),
42
);
}
#[test]
fn test_with_values_field() {
let value_field = Arc::new(Field::new("bars", DataType::Int32, false));
let mut builder = MapBuilder::new(None, Int32Builder::new(), Int32Builder::new())
.with_values_field(value_field.clone());
builder.keys().append_value(1);
builder.values().append_value(2);
builder.append(true).unwrap();
builder.append(false).unwrap(); // This is fine as nullability refers to nullability of values
builder.keys().append_value(3);
builder.values().append_value(4);
builder.append(true).unwrap();
let map = builder.finish();
assert_eq!(map.len(), 3);
assert_eq!(
map.data_type(),
&DataType::Map(
Arc::new(Field::new(
"entries",
DataType::Struct(
vec![
Arc::new(Field::new("keys", DataType::Int32, false)),
value_field.clone()
]
.into()
),
false,
)),
false
)
);
builder.keys().append_value(5);
builder.values().append_value(6);
builder.append(true).unwrap();
let map = builder.finish();
assert_eq!(map.len(), 1);
assert_eq!(
map.data_type(),
&DataType::Map(
Arc::new(Field::new(
"entries",
DataType::Struct(
vec![
Arc::new(Field::new("keys", DataType::Int32, false)),
value_field
]
.into()
),
false,
)),
false
)
);
}
}