| // 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. | |
| //! # These are all internal mechanics of the query planning and optimization layers | |
| //! | |
| //! These examples demonstrate internal mechanics of the query planning and optimization layers. | |
| //! | |
| //! ## Usage | |
| //! ```bash | |
| //! cargo run --example query_planning -- [all|analyzer_rule|expr_api|optimizer_rule|parse_sql_expr|plan_to_sql|plan_walk|planner_api|pruning|thread_pools] | |
| //! ``` | |
| //! | |
| //! Each subcommand runs a corresponding example: | |
| //! - `all` — run all examples included in this module | |
| //! | |
| //! - `analyzer_rule` | |
| //! (file: analyzer_rule.rs, desc: Custom AnalyzerRule to change query semantics) | |
| //! | |
| //! - `expr_api` | |
| //! (file: expr_api.rs, desc: Create, execute, analyze, and coerce Exprs) | |
| //! | |
| //! - `optimizer_rule` | |
| //! (file: optimizer_rule.rs, desc: Replace predicates via a custom OptimizerRule) | |
| //! | |
| //! - `parse_sql_expr` | |
| //! (file: parse_sql_expr.rs, desc: Parse SQL into DataFusion Expr) | |
| //! | |
| //! - `plan_to_sql` | |
| //! (file: plan_to_sql.rs, desc: Generate SQL from expressions or plans) | |
| //! | |
| //! - `plan_walk` | |
| //! (file: plan_walk.rs, desc: Walk and rewrite LogicalPlans with TreeNode APIs) | |
| //! | |
| //! - `planner_api` | |
| //! (file: planner_api.rs, desc: APIs for logical and physical plan manipulation) | |
| //! | |
| //! - `pruning` | |
| //! (file: pruning.rs, desc: Use pruning to skip irrelevant files) | |
| //! | |
| //! - `thread_pools` | |
| //! (file: thread_pools.rs, desc: Configure custom thread pools for DataFusion execution) | |
| mod analyzer_rule; | |
| mod expr_api; | |
| mod optimizer_rule; | |
| mod parse_sql_expr; | |
| mod plan_to_sql; | |
| mod plan_walk; | |
| mod planner_api; | |
| mod pruning; | |
| mod thread_pools; | |
| use datafusion::error::{DataFusionError, Result}; | |
| use strum::{IntoEnumIterator, VariantNames}; | |
| use strum_macros::{Display, EnumIter, EnumString, VariantNames}; | |
| #[derive(EnumIter, EnumString, Display, VariantNames)] | |
| #[strum(serialize_all = "snake_case")] | |
| enum ExampleKind { | |
| All, | |
| AnalyzerRule, | |
| ExprApi, | |
| OptimizerRule, | |
| ParseSqlExpr, | |
| PlanToSql, | |
| PlanWalk, | |
| PlannerApi, | |
| Pruning, | |
| ThreadPools, | |
| } | |
| impl ExampleKind { | |
| const EXAMPLE_NAME: &str = "query_planning"; | |
| fn runnable() -> impl Iterator<Item = ExampleKind> { | |
| ExampleKind::iter().filter(|v| !matches!(v, ExampleKind::All)) | |
| } | |
| async fn run(&self) -> Result<()> { | |
| match self { | |
| ExampleKind::All => { | |
| for example in ExampleKind::runnable() { | |
| println!("Running example: {example}"); | |
| Box::pin(example.run()).await?; | |
| } | |
| } | |
| ExampleKind::AnalyzerRule => analyzer_rule::analyzer_rule().await?, | |
| ExampleKind::ExprApi => expr_api::expr_api()?, | |
| ExampleKind::OptimizerRule => optimizer_rule::optimizer_rule().await?, | |
| ExampleKind::ParseSqlExpr => parse_sql_expr::parse_sql_expr().await?, | |
| ExampleKind::PlanToSql => plan_to_sql::plan_to_sql_examples().await?, | |
| ExampleKind::PlanWalk => plan_walk::plan_walk()?, | |
| ExampleKind::PlannerApi => planner_api::planner_api().await?, | |
| ExampleKind::Pruning => pruning::pruning()?, | |
| ExampleKind::ThreadPools => thread_pools::thread_pools().await?, | |
| } | |
| Ok(()) | |
| } | |
| } | |
| #[tokio::main] | |
| async fn main() -> Result<()> { | |
| let usage = format!( | |
| "Usage: cargo run --example {} -- [{}]", | |
| ExampleKind::EXAMPLE_NAME, | |
| ExampleKind::VARIANTS.join("|") | |
| ); | |
| let example: ExampleKind = std::env::args() | |
| .nth(1) | |
| .unwrap_or_else(|| ExampleKind::All.to_string()) | |
| .parse() | |
| .map_err(|_| DataFusionError::Execution(format!("Unknown example. {usage}")))?; | |
| example.run().await | |
| } |