|
use arrow::{ |
|
array::{Array, AsArray, PrimitiveArray, StringArray}, |
|
datatypes::ArrowPrimitiveType, |
|
}; |
|
use eyre::ContextCompat; |
|
|
|
use crate::ArrowData; |
|
|
|
impl From<ArrowData> for arrow::array::ArrayRef { |
|
fn from(value: ArrowData) -> Self { |
|
value.0 |
|
} |
|
} |
|
|
|
impl From<arrow::array::ArrayRef> for ArrowData { |
|
fn from(value: arrow::array::ArrayRef) -> Self { |
|
Self(value) |
|
} |
|
} |
|
|
|
impl TryFrom<&ArrowData> for bool { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let bool_array = value.as_boolean_opt().context("not a bool array")?; |
|
if bool_array.is_empty() { |
|
eyre::bail!("empty array"); |
|
} |
|
if bool_array.len() != 1 { |
|
eyre::bail!("expected length 1"); |
|
} |
|
if bool_array.null_count() != 0 { |
|
eyre::bail!("bool array has nulls"); |
|
} |
|
Ok(bool_array.value(0)) |
|
} |
|
} |
|
impl TryFrom<&ArrowData> for u8 { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let array = value |
|
.as_primitive_opt::<arrow::datatypes::UInt8Type>() |
|
.context("not a primitive UInt8Type array")?; |
|
extract_single_primitive(array) |
|
} |
|
} |
|
impl TryFrom<&ArrowData> for u16 { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let array = value |
|
.as_primitive_opt::<arrow::datatypes::UInt16Type>() |
|
.context("not a primitive UInt16Type array")?; |
|
extract_single_primitive(array) |
|
} |
|
} |
|
impl TryFrom<&ArrowData> for u32 { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let array = value |
|
.as_primitive_opt::<arrow::datatypes::UInt32Type>() |
|
.context("not a primitive UInt32Type array")?; |
|
extract_single_primitive(array) |
|
} |
|
} |
|
impl TryFrom<&ArrowData> for u64 { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let array = value |
|
.as_primitive_opt::<arrow::datatypes::UInt64Type>() |
|
.context("not a primitive UInt64Type array")?; |
|
extract_single_primitive(array) |
|
} |
|
} |
|
impl TryFrom<&ArrowData> for i8 { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let array = value |
|
.as_primitive_opt::<arrow::datatypes::Int8Type>() |
|
.context("not a primitive Int8Type array")?; |
|
extract_single_primitive(array) |
|
} |
|
} |
|
impl TryFrom<&ArrowData> for i16 { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let array = value |
|
.as_primitive_opt::<arrow::datatypes::Int16Type>() |
|
.context("not a primitive Int16Type array")?; |
|
extract_single_primitive(array) |
|
} |
|
} |
|
impl TryFrom<&ArrowData> for i32 { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let array = value |
|
.as_primitive_opt::<arrow::datatypes::Int32Type>() |
|
.context("not a primitive Int32Type array")?; |
|
extract_single_primitive(array) |
|
} |
|
} |
|
impl TryFrom<&ArrowData> for i64 { |
|
type Error = eyre::Report; |
|
fn try_from(value: &ArrowData) -> Result<Self, Self::Error> { |
|
let array = value |
|
.as_primitive_opt::<arrow::datatypes::Int64Type>() |
|
.context("not a primitive Int64Type array")?; |
|
extract_single_primitive(array) |
|
} |
|
} |
|
|
|
impl<'a> TryFrom<&'a ArrowData> for &'a str { |
|
type Error = eyre::Report; |
|
fn try_from(value: &'a ArrowData) -> Result<Self, Self::Error> { |
|
let array: &StringArray = value.as_string_opt().wrap_err("not a string array")?; |
|
if array.is_empty() { |
|
eyre::bail!("empty array"); |
|
} |
|
if array.len() != 1 { |
|
eyre::bail!("expected length 1"); |
|
} |
|
if array.null_count() != 0 { |
|
eyre::bail!("array has nulls"); |
|
} |
|
Ok(array.value(0)) |
|
} |
|
} |
|
|
|
impl<'a> TryFrom<&'a ArrowData> for &'a [u8] { |
|
type Error = eyre::Report; |
|
fn try_from(value: &'a ArrowData) -> Result<Self, Self::Error> { |
|
let array: &PrimitiveArray<arrow::datatypes::UInt8Type> = value |
|
.as_primitive_opt() |
|
.wrap_err("not a primitive UInt8Type array")?; |
|
if array.null_count() != 0 { |
|
eyre::bail!("array has nulls"); |
|
} |
|
Ok(array.values()) |
|
} |
|
} |
|
|
|
impl<'a> TryFrom<&'a ArrowData> for Vec<u8> { |
|
type Error = eyre::Report; |
|
fn try_from(value: &'a ArrowData) -> Result<Self, Self::Error> { |
|
value.try_into().map(|slice: &'a [u8]| slice.to_vec()) |
|
} |
|
} |
|
|
|
fn extract_single_primitive<T>(array: &PrimitiveArray<T>) -> Result<T::Native, eyre::Error> |
|
where |
|
T: ArrowPrimitiveType, |
|
{ |
|
if array.is_empty() { |
|
eyre::bail!("empty array"); |
|
} |
|
if array.len() != 1 { |
|
eyre::bail!("expected length 1"); |
|
} |
|
if array.null_count() != 0 { |
|
eyre::bail!("array has nulls"); |
|
} |
|
Ok(array.value(0)) |
|
} |
|
|
|
#[cfg(test)] |
|
mod tests { |
|
use arrow::array::{make_array, PrimitiveArray}; |
|
|
|
use crate::ArrowData; |
|
|
|
#[test] |
|
fn test_u8() { |
|
let array = |
|
make_array(PrimitiveArray::<arrow::datatypes::UInt8Type>::from(vec![42]).into()); |
|
let data: ArrowData = array.into(); |
|
let value: u8 = (&data).try_into().unwrap(); |
|
assert_eq!(value, 42); |
|
} |
|
} |
|
|