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Remove physical expr of NamedStructField, convert to
get_field
func…
…tion call (apache#9563) * feat: replace namedstruct with ScalarUDF * fix typo * delete indexed_field file * fix cargo check * fix cargo check * cargo update in CLI * feat: add getfield func * fix struct fun * stage commit * fix test * refresh CI * resolve strange bug * fix clippy * use values_to_arrays * delete for merge * use function_rewrite feature
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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. | ||
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use arrow::datatypes::DataType; | ||
use arrow_array::{Scalar, StringArray}; | ||
use datafusion_common::cast::{as_map_array, as_struct_array}; | ||
use datafusion_common::{exec_err, ExprSchema, Result, ScalarValue}; | ||
use datafusion_expr::field_util::GetFieldAccessSchema; | ||
use datafusion_expr::{ColumnarValue, Expr, ExprSchemable}; | ||
use datafusion_expr::{ScalarUDFImpl, Signature, Volatility}; | ||
use std::any::Any; | ||
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#[derive(Debug)] | ||
pub(super) struct GetFieldFunc { | ||
signature: Signature, | ||
} | ||
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impl GetFieldFunc { | ||
pub fn new() -> Self { | ||
Self { | ||
signature: Signature::any(2, Volatility::Immutable), | ||
} | ||
} | ||
} | ||
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// get_field(struct_array, field_name) | ||
impl ScalarUDFImpl for GetFieldFunc { | ||
fn as_any(&self) -> &dyn Any { | ||
self | ||
} | ||
fn name(&self) -> &str { | ||
"get_field" | ||
} | ||
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fn signature(&self) -> &Signature { | ||
&self.signature | ||
} | ||
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fn return_type(&self, _: &[DataType]) -> Result<DataType> { | ||
todo!() | ||
} | ||
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fn return_type_from_exprs( | ||
&self, | ||
args: &[Expr], | ||
schema: &dyn ExprSchema, | ||
_arg_types: &[DataType], | ||
) -> Result<DataType> { | ||
if args.len() != 2 { | ||
return exec_err!( | ||
"get_field function requires 2 arguments, got {}", | ||
args.len() | ||
); | ||
} | ||
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let name = match &args[1] { | ||
Expr::Literal(name) => name, | ||
_ => { | ||
return exec_err!( | ||
"get_field function requires the argument field_name to be a string" | ||
); | ||
} | ||
}; | ||
let access_schema = GetFieldAccessSchema::NamedStructField { name: name.clone() }; | ||
let arg_dt = args[0].get_type(schema)?; | ||
access_schema | ||
.get_accessed_field(&arg_dt) | ||
.map(|f| f.data_type().clone()) | ||
} | ||
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fn invoke(&self, args: &[ColumnarValue]) -> Result<ColumnarValue> { | ||
if args.len() != 2 { | ||
return exec_err!( | ||
"get_field function requires 2 arguments, got {}", | ||
args.len() | ||
); | ||
} | ||
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let arrays = ColumnarValue::values_to_arrays(args)?; | ||
let array = arrays[0].clone(); | ||
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let name = match &args[1] { | ||
ColumnarValue::Scalar(name) => name, | ||
_ => { | ||
return exec_err!( | ||
"get_field function requires the argument field_name to be a string" | ||
); | ||
} | ||
}; | ||
match (array.data_type(), name) { | ||
(DataType::Map(_, _), ScalarValue::Utf8(Some(k))) => { | ||
let map_array = as_map_array(array.as_ref())?; | ||
let key_scalar = Scalar::new(StringArray::from(vec![k.clone()])); | ||
let keys = arrow::compute::kernels::cmp::eq(&key_scalar, map_array.keys())?; | ||
let entries = arrow::compute::filter(map_array.entries(), &keys)?; | ||
let entries_struct_array = as_struct_array(entries.as_ref())?; | ||
Ok(ColumnarValue::Array(entries_struct_array.column(1).clone())) | ||
} | ||
(DataType::Struct(_), ScalarValue::Utf8(Some(k))) => { | ||
let as_struct_array = as_struct_array(&array)?; | ||
match as_struct_array.column_by_name(k) { | ||
None => exec_err!( | ||
"get indexed field {k} not found in struct"), | ||
Some(col) => Ok(ColumnarValue::Array(col.clone())) | ||
} | ||
} | ||
(DataType::Struct(_), name) => exec_err!( | ||
"get indexed field is only possible on struct with utf8 indexes. \ | ||
Tried with {name:?} index"), | ||
(dt, name) => exec_err!( | ||
"get indexed field is only possible on lists with int64 indexes or struct \ | ||
with utf8 indexes. Tried {dt:?} with {name:?} index"), | ||
} | ||
} | ||
} |
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