mod.rs

// 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.

//! The central type in Apache Arrow are arrays, which are a known-length sequence of values
//! all having the same type. This module provides concrete implementations of each type, as
//! well as an [`Array`] trait that can be used for type-erasure.
//!
//! # Downcasting an Array
//!
//! Arrays are often passed around as a dynamically typed [`&dyn Array`] or [`ArrayRef`].
//! For example, [`RecordBatch`](`crate::record_batch::RecordBatch`) stores columns as [`ArrayRef`].
//!
//! Whilst these arrays can be passed directly to the
//! [`compute`](crate::compute), [`csv`](crate::csv),
//! [`json`](crate::json), etc... APIs, it is often the case that you
//! wish to interact with the data directly. This requires downcasting
//! to the concrete type of the array:
//!
//! ```
//! # use arrow::array::{Array, Float32Array, Int32Array};
//! #
//! fn sum_int32(array: &dyn Array) -> i32 {
//!     let integers: &Int32Array = array.as_any().downcast_ref().unwrap();
//!     integers.iter().map(|val| val.unwrap_or_default()).sum()
//! }
//!
//! // Note: the values for positions corresponding to nulls will be arbitrary
//! fn as_f32_slice(array: &dyn Array) -> &[f32] {
//!     array.as_any().downcast_ref::<Float32Array>().unwrap().values()
//! }
//! ```
//!
//! Additionally, there are convenient functions to do this casting
//! such as [`as_primitive_array<T>`] and [`as_string_array`]:
//!
//! ```
//! # use arrow::array::*;
//! # use arrow::datatypes::*;
//! #
//! fn as_f32_slice(array: &dyn Array) -> &[f32] {
//!     // use as_primtive_array
//!     as_primitive_array::<Float32Type>(array).values()
//! }
//! ```

//! # Building an Array
//!
//! Most [`Array`] implementations can be constructed directly from iterators or [`Vec`]
//!
//! ```
//! # use arrow::array::Int32Array;
//! # use arrow::array::StringArray;
//! # use arrow::array::ListArray;
//! # use arrow::datatypes::Int32Type;
//! #
//! Int32Array::from(vec![1, 2]);
//! Int32Array::from(vec![Some(1), None]);
//! Int32Array::from_iter([1, 2, 3, 4]);
//! Int32Array::from_iter([Some(1), Some(2), None, Some(4)]);
//!
//! StringArray::from(vec!["foo", "bar"]);
//! StringArray::from(vec![Some("foo"), None]);
//! StringArray::from_iter([Some("foo"), None]);
//! StringArray::from_iter_values(["foo", "bar"]);
//!
//! ListArray::from_iter_primitive::<Int32Type, _, _>([
//!     Some(vec![Some(1), None, Some(3)]),
//!     None,
//!     Some(vec![])
//! ]);
//! ```
//!
//! Additionally [`ArrayBuilder`](crate::array::ArrayBuilder) implementations can be
//! used to construct arrays with a push-based interface
//!
//! ```
//! # use arrow::array::Int16Array;
//! #
//! // Create a new builder with a capacity of 100
//! let mut builder = Int16Array::builder(100);
//!
//! // Append a single primitive value
//! builder.append_value(1);
//!
//! // Append a null value
//! builder.append_null();
//!
//! // Append a slice of primitive values
//! builder.append_slice(&[2, 3, 4]);
//!
//! // Build the array
//! let array = builder.finish();
//!
//! assert_eq!(
//!     5,
//!     array.len(),
//!     "The array has 5 values, counting the null value"
//! );
//!
//! assert_eq!(2, array.value(2), "Get the value with index 2");
//!
//! assert_eq!(
//!     &array.values()[3..5],
//!     &[3, 4],
//!     "Get slice of len 2 starting at idx 3"
//! )
//! ```
//!
//! # Zero-Copy Slicing
//!
//! Given an [`Array`] of arbitrary length, it is possible to create an owned slice of this
//! data. Internally this just increments some ref-counts, and so is incredibly cheap
//!
//! ```rust
//! # use std::sync::Arc;
//! # use arrow::array::{Array, Int32Array, ArrayRef};
//! let array = Arc::new(Int32Array::from_iter([1, 2, 3])) as ArrayRef;
//!
//! // Slice with offset 1 and length 2
//! let sliced = array.slice(1, 2);
//! let ints = sliced.as_any().downcast_ref::<Int32Array>().unwrap();
//! assert_eq!(ints.values(), &[2, 3]);
//! ```
//!
//! # Internal Representation
//!
//! Internally, arrays are represented by one or several [`Buffer`], the number and meaning of
//! which depend on the array’s data type, as documented in the [Arrow specification].
//!
//! For example, the type `Int16Array` represents an array of 16-bit integers and consists of:
//!
//! * An optional [`Bitmap`] identifying any null values
//! * A contiguous [`Buffer`] of 16-bit integers
//!
//! Similarly, the type `StringArray` represents an array of UTF-8 strings and consists of:
//!
//! * An optional [`Bitmap`] identifying any null values
//! * An offsets [`Buffer`] of 32-bit integers identifying valid UTF-8 sequences within the values buffer
//! * A values [`Buffer`] of UTF-8 encoded string data
//!
//! [Arrow specification]: https://arrow.apache.org/docs/format/Columnar.html
//! [`&dyn Array`]: Array
//! [`Bitmap`]: crate::bitmap::Bitmap
//! [`Buffer`]: crate::buffer::Buffer

#[allow(clippy::module_inception)]
mod array;
mod array_binary;
mod array_boolean;
mod array_decimal;
mod array_dictionary;
mod array_fixed_size_binary;
mod array_fixed_size_list;
mod array_list;
mod array_map;
mod array_primitive;
mod array_string;
mod array_struct;
mod array_union;
mod builder;
mod cast;
mod data;
mod equal;
#[cfg(feature = "ffi")]
mod ffi;
mod iterator;
mod null;
mod ord;
mod raw_pointer;
mod transform;

use crate::datatypes::*;

// --------------------- Array & ArrayData ---------------------

pub use self::array::Array;
pub use self::array::ArrayAccessor;
pub use self::array::ArrayRef;
pub(crate) use self::data::layout;
pub use self::data::ArrayData;
pub use self::data::ArrayDataBuilder;
pub use self::data::ArrayDataRef;
pub(crate) use self::data::BufferSpec;

pub use self::array_binary::BinaryArray;
pub use self::array_binary::LargeBinaryArray;
pub use self::array_boolean::BooleanArray;
pub use self::array_decimal::BasicDecimalArray;
pub use self::array_decimal::Decimal128Array;
pub use self::array_decimal::Decimal256Array;
pub use self::array_fixed_size_binary::FixedSizeBinaryArray;
pub use self::array_fixed_size_list::FixedSizeListArray;

#[deprecated(note = "Please use `Decimal128Array` instead")]
pub type DecimalArray = Decimal128Array;

pub use self::array_dictionary::{DictionaryArray, TypedDictionaryArray};
pub use self::array_list::LargeListArray;
pub use self::array_list::ListArray;
pub use self::array_map::MapArray;
pub use self::array_primitive::PrimitiveArray;
pub use self::array_string::LargeStringArray;
pub use self::array_string::StringArray;
pub use self::array_struct::StructArray;
pub use self::array_union::UnionArray;
pub use self::null::NullArray;

pub use self::array::make_array;
pub use self::array::new_empty_array;
pub use self::array::new_null_array;

///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::Int8Array;
/// let arr : Int8Array = [Some(1), Some(2)].into_iter().collect();
/// ```
pub type Int8Array = PrimitiveArray<Int8Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::Int16Array;
/// let arr : Int16Array = [Some(1), Some(2)].into_iter().collect();
/// ```
pub type Int16Array = PrimitiveArray<Int16Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::Int32Array;
/// let arr : Int32Array = [Some(1), Some(2)].into_iter().collect();
/// ```
pub type Int32Array = PrimitiveArray<Int32Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::Int64Array;
/// let arr : Int64Array = [Some(1), Some(2)].into_iter().collect();
/// ```
pub type Int64Array = PrimitiveArray<Int64Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::UInt8Array;
/// let arr : UInt8Array = [Some(1), Some(2)].into_iter().collect();
/// ```
pub type UInt8Array = PrimitiveArray<UInt8Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::UInt16Array;
/// let arr : UInt16Array = [Some(1), Some(2)].into_iter().collect();
/// ```
pub type UInt16Array = PrimitiveArray<UInt16Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::UInt32Array;
/// let arr : UInt32Array = [Some(1), Some(2)].into_iter().collect();
/// ```
pub type UInt32Array = PrimitiveArray<UInt32Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::UInt64Array;
/// let arr : UInt64Array = [Some(1), Some(2)].into_iter().collect();
/// ```
pub type UInt64Array = PrimitiveArray<UInt64Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::Float16Array;
/// use half::f16;
/// let arr : Float16Array = [Some(f16::from_f64(1.0)), Some(f16::from_f64(2.0))].into_iter().collect();
/// ```
pub type Float16Array = PrimitiveArray<Float16Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::Float32Array;
/// let arr : Float32Array = [Some(1.0), Some(2.0)].into_iter().collect();
/// ```
pub type Float32Array = PrimitiveArray<Float32Type>;
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::Float64Array;
/// let arr : Float64Array = [Some(1.0), Some(2.0)].into_iter().collect();
/// ```
pub type Float64Array = PrimitiveArray<Float64Type>;

///
/// A dictionary array where each element is a single value indexed by an integer key.
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::{Array, Int8DictionaryArray, Int8Array, StringArray};
/// # use std::sync::Arc;
///
/// let array: Int8DictionaryArray = vec!["a", "a", "b", "c"].into_iter().collect();
/// let values: Arc<dyn Array> = Arc::new(StringArray::from(vec!["a", "b", "c"]));
/// assert_eq!(array.keys(), &Int8Array::from(vec![0, 0, 1, 2]));
/// assert_eq!(array.values(), &values);
/// ```
pub type Int8DictionaryArray = DictionaryArray<Int8Type>;
///
/// A dictionary array where each element is a single value indexed by an integer key.
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::{Array, Int16DictionaryArray, Int16Array, StringArray};
/// # use std::sync::Arc;
///
/// let array: Int16DictionaryArray = vec!["a", "a", "b", "c"].into_iter().collect();
/// let values: Arc<dyn Array> = Arc::new(StringArray::from(vec!["a", "b", "c"]));
/// assert_eq!(array.keys(), &Int16Array::from(vec![0, 0, 1, 2]));
/// assert_eq!(array.values(), &values);
/// ```
pub type Int16DictionaryArray = DictionaryArray<Int16Type>;
///
/// A dictionary array where each element is a single value indexed by an integer key.
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::{Array, Int32DictionaryArray, Int32Array, StringArray};
/// # use std::sync::Arc;
///
/// let array: Int32DictionaryArray = vec!["a", "a", "b", "c"].into_iter().collect();
/// let values: Arc<dyn Array> = Arc::new(StringArray::from(vec!["a", "b", "c"]));
/// assert_eq!(array.keys(), &Int32Array::from(vec![0, 0, 1, 2]));
/// assert_eq!(array.values(), &values);
/// ```
pub type Int32DictionaryArray = DictionaryArray<Int32Type>;
///
/// A dictionary array where each element is a single value indexed by an integer key.
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::{Array, Int64DictionaryArray, Int64Array, StringArray};
/// # use std::sync::Arc;
///
/// let array: Int64DictionaryArray = vec!["a", "a", "b", "c"].into_iter().collect();
/// let values: Arc<dyn Array> = Arc::new(StringArray::from(vec!["a", "b", "c"]));
/// assert_eq!(array.keys(), &Int64Array::from(vec![0, 0, 1, 2]));
/// assert_eq!(array.values(), &values);
/// ```
pub type Int64DictionaryArray = DictionaryArray<Int64Type>;
///
/// A dictionary array where each element is a single value indexed by an integer key.
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::{Array, UInt8DictionaryArray, UInt8Array, StringArray};
/// # use std::sync::Arc;
///
/// let array: UInt8DictionaryArray = vec!["a", "a", "b", "c"].into_iter().collect();
/// let values: Arc<dyn Array> = Arc::new(StringArray::from(vec!["a", "b", "c"]));
/// assert_eq!(array.keys(), &UInt8Array::from(vec![0, 0, 1, 2]));
/// assert_eq!(array.values(), &values);
/// ```
pub type UInt8DictionaryArray = DictionaryArray<UInt8Type>;
///
/// A dictionary array where each element is a single value indexed by an integer key.
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::{Array, UInt16DictionaryArray, UInt16Array, StringArray};
/// # use std::sync::Arc;
///
/// let array: UInt16DictionaryArray = vec!["a", "a", "b", "c"].into_iter().collect();
/// let values: Arc<dyn Array> = Arc::new(StringArray::from(vec!["a", "b", "c"]));
/// assert_eq!(array.keys(), &UInt16Array::from(vec![0, 0, 1, 2]));
/// assert_eq!(array.values(), &values);
/// ```
pub type UInt16DictionaryArray = DictionaryArray<UInt16Type>;
///
/// A dictionary array where each element is a single value indexed by an integer key.
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::{Array, UInt32DictionaryArray, UInt32Array, StringArray};
/// # use std::sync::Arc;
///
/// let array: UInt32DictionaryArray = vec!["a", "a", "b", "c"].into_iter().collect();
/// let values: Arc<dyn Array> = Arc::new(StringArray::from(vec!["a", "b", "c"]));
/// assert_eq!(array.keys(), &UInt32Array::from(vec![0, 0, 1, 2]));
/// assert_eq!(array.values(), &values);
/// ```
pub type UInt32DictionaryArray = DictionaryArray<UInt32Type>;
///
/// A dictionary array where each element is a single value indexed by an integer key.
///
/// # Example: Using `collect`
/// ```
/// # use arrow::array::{Array, UInt64DictionaryArray, UInt64Array, StringArray};
/// # use std::sync::Arc;
///
/// let array: UInt64DictionaryArray = vec!["a", "a", "b", "c"].into_iter().collect();
/// let values: Arc<dyn Array> = Arc::new(StringArray::from(vec!["a", "b", "c"]));
/// assert_eq!(array.keys(), &UInt64Array::from(vec![0, 0, 1, 2]));
/// assert_eq!(array.values(), &values);
/// ```
pub type UInt64DictionaryArray = DictionaryArray<UInt64Type>;
///
/// A primitive array where each element is of type [TimestampSecondType].
/// See also [`Timestamp`](crate::datatypes::DataType::Timestamp).
///
/// # Example: UTC timestamps post epoch
/// ```
/// # use arrow::array::TimestampSecondArray;
/// use chrono::FixedOffset;
/// // Corresponds to single element array with entry 1970-05-09T14:25:11+0:00
/// let arr = TimestampSecondArray::from_vec(vec![11111111], None);
/// // OR
/// let arr = TimestampSecondArray::from_opt_vec(vec![Some(11111111)], None);
/// let utc_offset = FixedOffset::east(0);
///
/// assert_eq!(arr.value_as_datetime_with_tz(0, utc_offset).map(|v| v.to_string()).unwrap(), "1970-05-09 14:25:11")
/// ```
///
/// # Example: UTC timestamps pre epoch
/// ```
/// # use arrow::array::TimestampSecondArray;
/// use chrono::FixedOffset;
/// // Corresponds to single element array with entry 1969-08-25T09:34:49+0:00
/// let arr = TimestampSecondArray::from_vec(vec![-11111111], None);
/// // OR
/// let arr = TimestampSecondArray::from_opt_vec(vec![Some(-11111111)], None);
/// let utc_offset = FixedOffset::east(0);
///
/// assert_eq!(arr.value_as_datetime_with_tz(0, utc_offset).map(|v| v.to_string()).unwrap(), "1969-08-25 09:34:49")
/// ```
///
/// # Example: With timezone specified
/// ```
/// # use arrow::array::TimestampSecondArray;
/// use chrono::FixedOffset;
/// // Corresponds to single element array with entry 1970-05-10T00:25:11+10:00
/// let arr = TimestampSecondArray::from_vec(vec![11111111], Some("+10:00".to_string()));
/// // OR
/// let arr = TimestampSecondArray::from_opt_vec(vec![Some(11111111)], Some("+10:00".to_string()));
/// let sydney_offset = FixedOffset::east(10 * 60 * 60);
///
/// assert_eq!(arr.value_as_datetime_with_tz(0, sydney_offset).map(|v| v.to_string()).unwrap(), "1970-05-10 00:25:11")
/// ```
///
pub type TimestampSecondArray = PrimitiveArray<TimestampSecondType>;
/// A primitive array where each element is of type `TimestampMillisecondType.`
/// See examples for [`TimestampSecondArray.`](crate::array::TimestampSecondArray)
pub type TimestampMillisecondArray = PrimitiveArray<TimestampMillisecondType>;
/// A primitive array where each element is of type `TimestampMicrosecondType.`
/// See examples for [`TimestampSecondArray.`](crate::array::TimestampSecondArray)
pub type TimestampMicrosecondArray = PrimitiveArray<TimestampMicrosecondType>;
/// A primitive array where each element is of type `TimestampNanosecondType.`
/// See examples for [`TimestampSecondArray.`](crate::array::TimestampSecondArray)
pub type TimestampNanosecondArray = PrimitiveArray<TimestampNanosecondType>;
pub type Date32Array = PrimitiveArray<Date32Type>;
pub type Date64Array = PrimitiveArray<Date64Type>;
pub type Time32SecondArray = PrimitiveArray<Time32SecondType>;
pub type Time32MillisecondArray = PrimitiveArray<Time32MillisecondType>;
pub type Time64MicrosecondArray = PrimitiveArray<Time64MicrosecondType>;
pub type Time64NanosecondArray = PrimitiveArray<Time64NanosecondType>;
pub type IntervalYearMonthArray = PrimitiveArray<IntervalYearMonthType>;
pub type IntervalDayTimeArray = PrimitiveArray<IntervalDayTimeType>;
pub type IntervalMonthDayNanoArray = PrimitiveArray<IntervalMonthDayNanoType>;
pub type DurationSecondArray = PrimitiveArray<DurationSecondType>;
pub type DurationMillisecondArray = PrimitiveArray<DurationMillisecondType>;
pub type DurationMicrosecondArray = PrimitiveArray<DurationMicrosecondType>;
pub type DurationNanosecondArray = PrimitiveArray<DurationNanosecondType>;

pub use self::array_binary::GenericBinaryArray;
pub use self::array_list::GenericListArray;
pub use self::array_list::OffsetSizeTrait;
pub use self::array_string::GenericStringArray;

// --------------------- Array Builder ---------------------

pub use self::builder::ArrayBuilder;
pub use self::builder::BinaryBuilder;
pub use self::builder::BooleanBufferBuilder;
pub use self::builder::BooleanBuilder;
pub use self::builder::BufferBuilder;
pub use self::builder::Decimal128Builder;
pub use self::builder::Decimal256Builder;

#[deprecated(note = "Please use `Decimal128Builder` instead")]
pub type DecimalBuilder = Decimal128Builder;

pub use self::builder::FixedSizeBinaryBuilder;
pub use self::builder::FixedSizeListBuilder;
pub use self::builder::GenericListBuilder;
pub use self::builder::GenericStringBuilder;
pub use self::builder::LargeBinaryBuilder;
pub use self::builder::LargeListBuilder;
pub use self::builder::LargeStringBuilder;
pub use self::builder::ListBuilder;
pub use self::builder::MapBuilder;
pub use self::builder::PrimitiveBuilder;
pub use self::builder::PrimitiveDictionaryBuilder;
pub use self::builder::StringBuilder;
pub use self::builder::StringDictionaryBuilder;
pub use self::builder::StructBuilder;
pub use self::builder::UnionBuilder;

pub use self::builder::make_builder;

pub type Int8BufferBuilder = BufferBuilder<i8>;
pub type Int16BufferBuilder = BufferBuilder<i16>;
pub type Int32BufferBuilder = BufferBuilder<i32>;
pub type Int64BufferBuilder = BufferBuilder<i64>;
pub type UInt8BufferBuilder = BufferBuilder<u8>;
pub type UInt16BufferBuilder = BufferBuilder<u16>;
pub type UInt32BufferBuilder = BufferBuilder<u32>;
pub type UInt64BufferBuilder = BufferBuilder<u64>;
pub type Float32BufferBuilder = BufferBuilder<f32>;
pub type Float64BufferBuilder = BufferBuilder<f64>;

pub type TimestampSecondBufferBuilder =
    BufferBuilder<<TimestampSecondType as ArrowPrimitiveType>::Native>;
pub type TimestampMillisecondBufferBuilder =
    BufferBuilder<<TimestampMillisecondType as ArrowPrimitiveType>::Native>;
pub type TimestampMicrosecondBufferBuilder =
    BufferBuilder<<TimestampMicrosecondType as ArrowPrimitiveType>::Native>;
pub type TimestampNanosecondBufferBuilder =
    BufferBuilder<<TimestampNanosecondType as ArrowPrimitiveType>::Native>;
pub type Date32BufferBuilder = BufferBuilder<<Date32Type as ArrowPrimitiveType>::Native>;
pub type Date64BufferBuilder = BufferBuilder<<Date64Type as ArrowPrimitiveType>::Native>;
pub type Time32SecondBufferBuilder =
    BufferBuilder<<Time32SecondType as ArrowPrimitiveType>::Native>;
pub type Time32MillisecondBufferBuilder =
    BufferBuilder<<Time32MillisecondType as ArrowPrimitiveType>::Native>;
pub type Time64MicrosecondBufferBuilder =
    BufferBuilder<<Time64MicrosecondType as ArrowPrimitiveType>::Native>;
pub type Time64NanosecondBufferBuilder =
    BufferBuilder<<Time64NanosecondType as ArrowPrimitiveType>::Native>;
pub type IntervalYearMonthBufferBuilder =
    BufferBuilder<<IntervalYearMonthType as ArrowPrimitiveType>::Native>;
pub type IntervalDayTimeBufferBuilder =
    BufferBuilder<<IntervalDayTimeType as ArrowPrimitiveType>::Native>;
pub type IntervalMonthDayNanoBufferBuilder =
    BufferBuilder<<IntervalMonthDayNanoType as ArrowPrimitiveType>::Native>;
pub type DurationSecondBufferBuilder =
    BufferBuilder<<DurationSecondType as ArrowPrimitiveType>::Native>;
pub type DurationMillisecondBufferBuilder =
    BufferBuilder<<DurationMillisecondType as ArrowPrimitiveType>::Native>;
pub type DurationMicrosecondBufferBuilder =
    BufferBuilder<<DurationMicrosecondType as ArrowPrimitiveType>::Native>;
pub type DurationNanosecondBufferBuilder =
    BufferBuilder<<DurationNanosecondType as ArrowPrimitiveType>::Native>;

pub type Int8Builder = PrimitiveBuilder<Int8Type>;
pub type Int16Builder = PrimitiveBuilder<Int16Type>;
pub type Int32Builder = PrimitiveBuilder<Int32Type>;
pub type Int64Builder = PrimitiveBuilder<Int64Type>;
pub type UInt8Builder = PrimitiveBuilder<UInt8Type>;
pub type UInt16Builder = PrimitiveBuilder<UInt16Type>;
pub type UInt32Builder = PrimitiveBuilder<UInt32Type>;
pub type UInt64Builder = PrimitiveBuilder<UInt64Type>;
pub type Float32Builder = PrimitiveBuilder<Float32Type>;
pub type Float64Builder = PrimitiveBuilder<Float64Type>;

pub type TimestampSecondBuilder = PrimitiveBuilder<TimestampSecondType>;
pub type TimestampMillisecondBuilder = PrimitiveBuilder<TimestampMillisecondType>;
pub type TimestampMicrosecondBuilder = PrimitiveBuilder<TimestampMicrosecondType>;
pub type TimestampNanosecondBuilder = PrimitiveBuilder<TimestampNanosecondType>;
pub type Date32Builder = PrimitiveBuilder<Date32Type>;
pub type Date64Builder = PrimitiveBuilder<Date64Type>;
pub type Time32SecondBuilder = PrimitiveBuilder<Time32SecondType>;
pub type Time32MillisecondBuilder = PrimitiveBuilder<Time32MillisecondType>;
pub type Time64MicrosecondBuilder = PrimitiveBuilder<Time64MicrosecondType>;
pub type Time64NanosecondBuilder = PrimitiveBuilder<Time64NanosecondType>;
pub type IntervalYearMonthBuilder = PrimitiveBuilder<IntervalYearMonthType>;
pub type IntervalDayTimeBuilder = PrimitiveBuilder<IntervalDayTimeType>;
pub type IntervalMonthDayNanoBuilder = PrimitiveBuilder<IntervalMonthDayNanoType>;
pub type DurationSecondBuilder = PrimitiveBuilder<DurationSecondType>;
pub type DurationMillisecondBuilder = PrimitiveBuilder<DurationMillisecondType>;
pub type DurationMicrosecondBuilder = PrimitiveBuilder<DurationMicrosecondType>;
pub type DurationNanosecondBuilder = PrimitiveBuilder<DurationNanosecondType>;

pub use self::transform::{Capacities, MutableArrayData};

// --------------------- Array Iterator ---------------------

pub use self::iterator::*;

// --------------------- Array's values comparison ---------------------

pub use self::ord::{build_compare, DynComparator};

// --------------------- Array downcast helper functions ---------------------

pub use self::cast::{
    as_boolean_array, as_decimal_array, as_dictionary_array, as_generic_binary_array,
    as_generic_list_array, as_large_list_array, as_largestring_array, as_list_array,
    as_map_array, as_null_array, as_primitive_array, as_string_array, as_struct_array,
    as_union_array,
};

// ------------------------------ C Data Interface ---------------------------

#[cfg(feature = "ffi")]
pub use self::ffi::{export_array_into_raw, make_array_from_raw};

#[cfg(test)]
mod tests {
    use crate::array::*;

    #[test]
    fn test_buffer_builder_availability() {
        let _builder = Int8BufferBuilder::new(10);
        let _builder = Int16BufferBuilder::new(10);
        let _builder = Int32BufferBuilder::new(10);
        let _builder = Int64BufferBuilder::new(10);
        let _builder = UInt16BufferBuilder::new(10);
        let _builder = UInt32BufferBuilder::new(10);
        let _builder = Float32BufferBuilder::new(10);
        let _builder = Float64BufferBuilder::new(10);
        let _builder = TimestampSecondBufferBuilder::new(10);
        let _builder = TimestampMillisecondBufferBuilder::new(10);
        let _builder = TimestampMicrosecondBufferBuilder::new(10);
        let _builder = TimestampNanosecondBufferBuilder::new(10);
        let _builder = Date32BufferBuilder::new(10);
        let _builder = Date64BufferBuilder::new(10);
        let _builder = Time32SecondBufferBuilder::new(10);
        let _builder = Time32MillisecondBufferBuilder::new(10);
        let _builder = Time64MicrosecondBufferBuilder::new(10);
        let _builder = Time64NanosecondBufferBuilder::new(10);
        let _builder = IntervalYearMonthBufferBuilder::new(10);
        let _builder = IntervalDayTimeBufferBuilder::new(10);
        let _builder = IntervalMonthDayNanoBufferBuilder::new(10);
        let _builder = DurationSecondBufferBuilder::new(10);
        let _builder = DurationMillisecondBufferBuilder::new(10);
        let _builder = DurationMicrosecondBufferBuilder::new(10);
        let _builder = DurationNanosecondBufferBuilder::new(10);
    }
}