waynexia commented on code in PR #5962:
URL: https://github.com/apache/arrow-datafusion/pull/5962#discussion_r1164944084


##########
docs/source/user-guide/example-usage.md:
##########
@@ -141,3 +141,112 @@ async fn main() -> datafusion::error::Result<()> {
 | 1 | 2      |
 +---+--------+
 ```
+
+# Using DataFusion as a library
+
+## Create a new project
+
+```shell
+cargo new hello_datafusion
+```
+
+```shell
+$ cd hello_datafusion
+$ tree .
+.
+├── Cargo.toml
+└── src
+    └── main.rs
+
+1 directory, 2 files
+```
+
+## Default Configuration
+
+DataFusion is [published on crates.io](https://crates.io/crates/datafusion), 
and is [well documented on docs.rs](https://docs.rs/datafusion/).
+
+To get started, add the following to your `Cargo.toml` file:
+
+```toml
+[dependencies]
+datafusion = "11.0"
+```
+
+## Create a main function
+
+Update the main.rs file with your first datafusion application based on 
[Example 
usage](https://arrow.apache.org/datafusion/user-guide/example-usage.html)
+
+```rust
+use datafusion::prelude::*;
+
+#[tokio::main]
+async fn main() -> datafusion::error::Result<()> {
+  // register the table
+  let ctx = SessionContext::new();
+  ctx.register_csv("test", "<PATH_TO_YOUR_CSV_FILE>", 
CsvReadOptions::new()).await?;
+
+  // create a plan to run a SQL query
+  let df = ctx.sql("SELECT * FROM test").await?;
+
+  // execute and print results
+  df.show().await?;
+  Ok(())
+}
+```
+
+## Extensibility
+
+DataFusion is designed to be extensible at all points. To that end, you can 
provide your own custom:
+
+- [x] User Defined Functions (UDFs)
+- [x] User Defined Aggregate Functions (UDAFs)
+- [x] User Defined Table Source (`TableProvider`) for tables
+- [x] User Defined `Optimizer` passes (plan rewrites)
+- [x] User Defined `LogicalPlan` nodes
+- [x] User Defined `ExecutionPlan` nodes
+
+## Rust Version Compatibility
+
+This crate is tested with the latest stable version of Rust. We do not 
currently test against other, older versions of the Rust compiler.
+
+## Optimized Configuration
+
+For an optimized build several steps are required. First, use the below in 
your `Cargo.toml`. It is
+worth noting that using the settings in the `[profile.release]` section will 
significantly increase the build time.
+
+```toml
+[dependencies]
+datafusion = { version = "11.0" , features = ["simd"]}

Review Comment:
   Sounds good, I filed #5983 



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