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json_get.rs
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156 lines (134 loc) · 4.85 KB
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use std::any::Any;
use std::sync::Arc;
use datafusion::arrow::array::ArrayRef;
use datafusion::arrow::array::UnionArray;
use datafusion::arrow::datatypes::DataType;
use datafusion::common::Result as DataFusionResult;
use datafusion::logical_expr::{ColumnarValue, ScalarFunctionArgs, ScalarUDFImpl, Signature, Volatility};
use datafusion::scalar::ScalarValue;
use jiter::{Jiter, NumberAny, NumberInt, Peek};
use crate::common::InvokeResult;
use crate::common::{get_err, invoke, jiter_json_find, return_type_check, GetError, JsonPath};
use crate::common_macros::make_udf_function;
use crate::common_union::{JsonUnion, JsonUnionField};
make_udf_function!(
JsonGet,
json_get,
json_data path,
r#"Get a value from a JSON string by its "path""#
);
// build_typed_get!(JsonGet, "json_get", Union, Float64Array, jiter_json_get_float);
#[derive(Debug, PartialEq, Eq, Hash)]
pub(super) struct JsonGet {
signature: Signature,
aliases: [String; 1],
}
impl Default for JsonGet {
fn default() -> Self {
Self {
signature: Signature::variadic_any(Volatility::Immutable),
aliases: ["json_get".to_string()],
}
}
}
impl ScalarUDFImpl for JsonGet {
fn as_any(&self) -> &dyn Any {
self
}
fn name(&self) -> &str {
self.aliases[0].as_str()
}
fn signature(&self) -> &Signature {
&self.signature
}
fn return_type(&self, arg_types: &[DataType]) -> DataFusionResult<DataType> {
return_type_check(arg_types, self.name(), JsonUnion::data_type())
}
fn invoke_with_args(&self, args: ScalarFunctionArgs) -> DataFusionResult<ColumnarValue> {
invoke::<JsonUnion>(&args.args, jiter_json_get_union)
}
fn aliases(&self) -> &[String] {
&self.aliases
}
fn placement(
&self,
args: &[datafusion::logical_expr::ExpressionPlacement],
) -> datafusion::logical_expr::ExpressionPlacement {
// If the first argument is a column and the remaining arguments are literals (a path)
// then we can push this UDF down to the leaf nodes.
if args.len() >= 2
&& matches!(args[0], datafusion::logical_expr::ExpressionPlacement::Column)
&& args[1..]
.iter()
.all(|arg| matches!(arg, datafusion::logical_expr::ExpressionPlacement::Literal))
{
datafusion::logical_expr::ExpressionPlacement::MoveTowardsLeafNodes
} else {
datafusion::logical_expr::ExpressionPlacement::KeepInPlace
}
}
}
impl InvokeResult for JsonUnion {
type Item = JsonUnionField;
type Builder = JsonUnion;
const ACCEPT_DICT_RETURN: bool = true;
fn builder(capacity: usize) -> Self::Builder {
JsonUnion::new(capacity)
}
fn append_value(builder: &mut Self::Builder, value: Option<Self::Item>) {
if let Some(value) = value {
builder.push(value);
} else {
builder.push_none();
}
}
fn finish(builder: Self::Builder) -> DataFusionResult<ArrayRef> {
let array: UnionArray = builder.try_into()?;
Ok(Arc::new(array) as ArrayRef)
}
fn scalar(value: Option<Self::Item>) -> ScalarValue {
JsonUnionField::scalar_value(value)
}
}
fn jiter_json_get_union(opt_json: Option<&str>, path: &[JsonPath]) -> Result<JsonUnionField, GetError> {
if let Some((mut jiter, peek)) = jiter_json_find(opt_json, path) {
build_union(&mut jiter, peek)
} else {
get_err!()
}
}
fn build_union(jiter: &mut Jiter, peek: Peek) -> Result<JsonUnionField, GetError> {
match peek {
Peek::Null => {
jiter.known_null()?;
Ok(JsonUnionField::JsonNull)
}
Peek::True | Peek::False => {
let value = jiter.known_bool(peek)?;
Ok(JsonUnionField::Bool(value))
}
Peek::String => {
let value = jiter.known_str()?;
Ok(JsonUnionField::Str(value.to_owned()))
}
Peek::Array => {
let start = jiter.current_index();
jiter.known_skip(peek)?;
let array_slice = jiter.slice_to_current(start);
let array_string = std::str::from_utf8(array_slice)?;
Ok(JsonUnionField::Array(array_string.to_owned()))
}
Peek::Object => {
let start = jiter.current_index();
jiter.known_skip(peek)?;
let object_slice = jiter.slice_to_current(start);
let object_string = std::str::from_utf8(object_slice)?;
Ok(JsonUnionField::Object(object_string.to_owned()))
}
_ => match jiter.known_number(peek)? {
NumberAny::Int(NumberInt::Int(value)) => Ok(JsonUnionField::Int(value)),
NumberAny::Int(NumberInt::BigInt(_)) => todo!("BigInt not supported yet"),
NumberAny::Float(value) => Ok(JsonUnionField::Float(value)),
},
}
}