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//! # 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|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)
//!
//! - `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 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,
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().await?,
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::PlannerApi => planner_api::planner_api().await?,
ExampleKind::Pruning => pruning::pruning().await?,
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
}