Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Example for simple Expr --> SQL conversion #10528

Merged
merged 7 commits into from
May 17, 2024
Merged
Show file tree
Hide file tree
Changes from 6 commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions datafusion-examples/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -63,6 +63,7 @@ cargo run --example csv_sql
- [`parquet_sql.rs`](examples/parquet_sql.rs): Build and run a query plan from a SQL statement against a local Parquet file
- [`parquet_sql_multiple_files.rs`](examples/parquet_sql_multiple_files.rs): Build and run a query plan from a SQL statement against multiple local Parquet files
- ['parquet_exec_visitor.rs'](examples/parquet_exec_visitor.rs): Extract statistics by visiting an ExecutionPlan after execution
- - [`plan_to_sql.rs`](examples/plan_to_sql.rs): Generate SQL from Datafusion `Expr` and `LogicalPlan`
Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

There seems an additional -?

- [`pruning.rs`](examples/parquet_sql.rs): Use pruning to rule out files based on statistics
- [`query-aws-s3.rs`](examples/external_dependency/query-aws-s3.rs): Configure `object_store` and run a query against files stored in AWS S3
- [`query-http-csv.rs`](examples/query-http-csv.rs): Configure `object_store` and run a query against files vi HTTP
Expand Down
79 changes: 79 additions & 0 deletions datafusion-examples/examples/plan_to_sql.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,79 @@
// 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.

use datafusion::error::Result;

use datafusion::prelude::*;
use datafusion::sql::unparser::expr_to_sql;
use datafusion_sql::unparser::dialect::CustomDialect;
use datafusion_sql::unparser::Unparser;

/// This example demonstrates the programmatic construction of
/// SQL using the DataFusion Expr [`Expr`] and LogicalPlan [`LogicalPlan`] API.
///
///
/// The code in this example shows how to:
/// 1. Create SQL from a variety of Expr and LogicalPlan: [`main`]`
/// 2. Create a simple expression [`Exprs`] with fluent API
/// and convert to sql: [`simple_expr_to_sql_demo`]
/// 3. Create a simple expression [`Exprs`] with fluent API
/// and convert to sql without escaping column names: [`simple_expr_to_sql_demo_no_escape`]
/// 4. Create a simple expression [`Exprs`] with fluent API
/// and convert to sql escaping column names a MySQL style: [`simple_expr_to_sql_demo_escape_mysql_style`]

#[tokio::main]
async fn main() -> Result<()> {
// See how to evaluate expressions
simple_expr_to_sql_demo()?;
simple_expr_to_sql_demo_no_escape()?;
simple_expr_to_sql_demo_escape_mysql_style()?;
Ok(())
}

/// DataFusion can convert expressions to SQL, using column name escaping
/// PostgreSQL style.
fn simple_expr_to_sql_demo() -> Result<()> {
let expr = col("a").lt(lit(5)).or(col("a").eq(lit(8)));
let ast = expr_to_sql(&expr)?;
let sql = format!("{}", ast);
assert_eq!(sql, r#"(("a" < 5) OR ("a" = 8))"#);
Ok(())
}

/// DataFusion can convert expressions to SQL without escaping column names using
/// using a custom dialect and an explicit unparser
fn simple_expr_to_sql_demo_no_escape() -> Result<()> {
let expr = col("a").lt(lit(5)).or(col("a").eq(lit(8)));
let dialect = CustomDialect::new(None);
let unparser = Unparser::new(&dialect);
let ast = unparser.expr_to_sql(&expr)?;
let sql = format!("{}", ast);
assert_eq!(sql, r#"((a < 5) OR (a = 8))"#);
Ok(())
}

/// DataFusion can convert expressions to SQL without escaping column names using
/// using a custom dialect and an explicit unparser
fn simple_expr_to_sql_demo_escape_mysql_style() -> Result<()> {
let expr = col("a").lt(lit(5)).or(col("a").eq(lit(8)));
let dialect = CustomDialect::new(Some('`'));
let unparser = Unparser::new(&dialect);
let ast = unparser.expr_to_sql(&expr)?;
let sql = format!("{}", ast);
assert_eq!(sql, r#"((`a` < 5) OR (`a` = 8))"#);
Ok(())
}