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5.5 kB
| 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)) | |
| } | |
| mod tests { | |
| use arrow::array::{make_array, PrimitiveArray}; | |
| use crate::ArrowData; | |
| 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); | |
| } | |
| } | |