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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.
pub mod count_wildcard_rule;
pub mod inline_table_scan;
pub mod subquery;
pub mod type_coercion;
use crate::analyzer::count_wildcard_rule::CountWildcardRule;
use crate::analyzer::inline_table_scan::InlineTableScan;
use crate::analyzer::subquery::check_subquery_expr;
use crate::analyzer::type_coercion::TypeCoercion;
use crate::utils::log_plan;
use datafusion_common::config::ConfigOptions;
use datafusion_common::tree_node::{TreeNode, VisitRecursion};
use datafusion_common::{DataFusionError, Result};
use datafusion_expr::expr::Exists;
use datafusion_expr::expr::InSubquery;
use datafusion_expr::utils::inspect_expr_pre;
use datafusion_expr::{Expr, LogicalPlan};
use log::debug;
use std::sync::Arc;
use std::time::Instant;
/// [`AnalyzerRule`]s transform [`LogicalPlan`]s in some way to make
/// the plan valid prior to the rest of the DataFusion optimization process.
///
/// For example, it may resolve [`Expr`]s into more specific forms such
/// as a subquery reference, to do type coercion to ensure the types
/// of operands are correct.
///
/// This is different than an [`OptimizerRule`](crate::OptimizerRule)
/// which should preserve the semantics of the LogicalPlan but compute
/// it the same result in some more optimal way.
pub trait AnalyzerRule {
/// Rewrite `plan`
fn analyze(&self, plan: LogicalPlan, config: &ConfigOptions) -> Result<LogicalPlan>;
/// A human readable name for this analyzer rule
fn name(&self) -> &str;
}
/// A rule-based Analyzer.
#[derive(Clone)]
pub struct Analyzer {
/// All rules to apply
pub rules: Vec<Arc<dyn AnalyzerRule + Send + Sync>>,
}
impl Default for Analyzer {
fn default() -> Self {
Self::new()
}
}
impl Analyzer {
/// Create a new analyzer using the recommended list of rules
pub fn new() -> Self {
let rules: Vec<Arc<dyn AnalyzerRule + Send + Sync>> = vec![
Arc::new(InlineTableScan::new()),
Arc::new(TypeCoercion::new()),
Arc::new(CountWildcardRule::new()),
];
Self::with_rules(rules)
}
/// Create a new analyzer with the given rules
pub fn with_rules(rules: Vec<Arc<dyn AnalyzerRule + Send + Sync>>) -> Self {
Self { rules }
}
/// Analyze the logical plan by applying analyzer rules, and
/// do necessary check and fail the invalid plans
pub fn execute_and_check<F>(
&self,
plan: &LogicalPlan,
config: &ConfigOptions,
mut observer: F,
) -> Result<LogicalPlan>
where
F: FnMut(&LogicalPlan, &dyn AnalyzerRule),
{
let start_time = Instant::now();
let mut new_plan = plan.clone();
// TODO add common rule executor for Analyzer and Optimizer
for rule in &self.rules {
new_plan = rule.analyze(new_plan, config).map_err(|e| {
DataFusionError::Context(rule.name().to_string(), Box::new(e))
})?;
log_plan(rule.name(), &new_plan);
observer(&new_plan, rule.as_ref());
}
// for easier display in explain output
check_plan(&new_plan).map_err(|e| {
DataFusionError::Context("check_analyzed_plan".to_string(), Box::new(e))
})?;
log_plan("Final analyzed plan", &new_plan);
debug!("Analyzer took {} ms", start_time.elapsed().as_millis());
Ok(new_plan)
}
}
/// Do necessary check and fail the invalid plan
fn check_plan(plan: &LogicalPlan) -> Result<()> {
plan.apply(&mut |plan: &LogicalPlan| {
for expr in plan.expressions().iter() {
// recursively look for subqueries
inspect_expr_pre(expr, |expr| match expr {
Expr::Exists(Exists { subquery, .. })
| Expr::InSubquery(InSubquery { subquery, .. })
| Expr::ScalarSubquery(subquery) => {
check_subquery_expr(plan, &subquery.subquery, expr)
}
_ => Ok(()),
})?;
}
Ok(VisitRecursion::Continue)
})?;
Ok(())
}