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function_rewrite.rs
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function_rewrite.rs
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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.
//! [`ApplyFunctionRewrites`] to replace `Expr`s with function calls (e.g `||` to array_concat`)
use super::AnalyzerRule;
use datafusion_common::config::ConfigOptions;
use datafusion_common::tree_node::{Transformed, TreeNode};
use datafusion_common::{DFSchema, Result};
use crate::utils::NamePreserver;
use datafusion_expr::expr_rewriter::FunctionRewrite;
use datafusion_expr::utils::merge_schema;
use datafusion_expr::LogicalPlan;
use std::sync::Arc;
/// Analyzer rule that invokes [`FunctionRewrite`]s on expressions
#[derive(Default)]
pub struct ApplyFunctionRewrites {
/// Expr --> Function writes to apply
function_rewrites: Vec<Arc<dyn FunctionRewrite + Send + Sync>>,
}
impl ApplyFunctionRewrites {
pub fn new(function_rewrites: Vec<Arc<dyn FunctionRewrite + Send + Sync>>) -> Self {
Self { function_rewrites }
}
/// Rewrite a single plan, and all its expressions using the provided rewriters
fn rewrite_plan(
&self,
plan: LogicalPlan,
options: &ConfigOptions,
) -> Result<Transformed<LogicalPlan>> {
// get schema representing all available input fields. This is used for data type
// resolution only, so order does not matter here
let mut schema = merge_schema(plan.inputs());
if let LogicalPlan::TableScan(ts) = &plan {
let source_schema = DFSchema::try_from_qualified_schema(
ts.table_name.clone(),
&ts.source.schema(),
)?;
schema.merge(&source_schema);
}
let name_preserver = NamePreserver::new(&plan);
plan.map_expressions(|expr| {
let original_name = name_preserver.save(&expr)?;
// recursively transform the expression, applying the rewrites at each step
let transformed_expr = expr.transform_up(&|expr| {
let mut result = Transformed::no(expr);
for rewriter in self.function_rewrites.iter() {
result = result.transform_data(|expr| {
rewriter.rewrite(expr, &schema, options)
})?;
}
Ok(result)
})?;
transformed_expr.map_data(|expr| original_name.restore(expr))
})
}
}
impl AnalyzerRule for ApplyFunctionRewrites {
fn name(&self) -> &str {
"apply_function_rewrites"
}
fn analyze(&self, plan: LogicalPlan, options: &ConfigOptions) -> Result<LogicalPlan> {
plan.transform_up_with_subqueries(&|plan| self.rewrite_plan(plan, options))
.map(|res| res.data)
}
}