docs: Add more Rust examples to User Guide (#20194)

Co-authored-by: Rodrigo Girão Serrão <5621605+rodrigogiraoserrao@users.noreply.github.com>

docs/source/src/python/user-guide/expressions/missing-data.py

@@ -43,10 +43,10 @@
 # --8<-- [end:fill]
 
 # --8<-- [start:fillexpr]
-fill_median_df = df.with_columns(
+fill_expression_df = df.with_columns(
     pl.col("col2").fill_null((2 * pl.col("col1")).cast(pl.Int64)),
 )
-print(fill_median_df)
+print(fill_expression_df)
 # --8<-- [end:fillexpr]
 
 # --8<-- [start:fillstrategy]

docs/source/src/rust/Cargo.toml

@@ -75,15 +75,15 @@ required-features = ["polars/lazy"]
 [[bin]]
 name = "expressions-missing-data"
 path = "user-guide/expressions/missing-data.rs"
-required-features = ["polars/lazy"]
+required-features = ["polars/lazy", "polars/interpolate"]
 [[bin]]
 name = "expressions-operations"
 path = "user-guide/expressions/operations.rs"
 required-features = ["polars/lazy", "polars/approx_unique", "polars/dtype-struct", "polars/unique_counts"]
 [[bin]]
 name = "expressions-strings"
 path = "user-guide/expressions/strings.rs"
-required-features = ["polars/lazy"]
+required-features = ["polars/lazy", "polars/strings", "polars/regex"]
 [[bin]]
 name = "expressions-structs"
 path = "user-guide/expressions/structs.rs"

docs/source/src/rust/user-guide/expressions/aggregation.rs

@@ -34,7 +34,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
 
     let dataset = CsvReadOptions::default()
         .with_has_header(true)
-        .with_schema(Some(Arc::new(schema)))
+        .with_schema_overwrite(Some(Arc::new(schema)))
         .map_parse_options(|parse_options| parse_options.with_try_parse_dates(true))
         .into_reader_with_file_handle(Cursor::new(data))
         .finish()?;
@@ -88,7 +88,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         .clone()
         .lazy()
         .group_by(["state", "party"])
-        .agg([len().count().alias("count")])
+        .agg([len().alias("count")])
         .filter(
             col("party")
                 .eq(lit("Anti-Administration"))
@@ -135,7 +135,21 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
     // --8<-- [end:filter]
 
     // --8<-- [start:filter-nested]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let df = dataset
+        .clone()
+        .lazy()
+        .group_by(["state", "gender"])
+        .agg([compute_age().mean().alias("avg birthday"), len().alias("#")])
+        .sort(
+            ["#"],
+            SortMultipleOptions::default()
+                .with_order_descending(true)
+                .with_nulls_last(true),
+        )
+        .limit(5)
+        .collect()?;
+
+    println!("{}", df);
     // --8<-- [end:filter-nested]
 
     // --8<-- [start:sort]

docs/source/src/rust/user-guide/expressions/folds.rs

@@ -1,23 +1,99 @@
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // --8<-- [start:mansum]
+    use polars::lazy::dsl::sum_horizontal;
     use polars::prelude::*;
-    // Contribute the Rust translation of the Python example by opening a PR.
+
+    let df = df!(
+        "label" => ["foo", "bar", "spam"],
+        "a" => [1, 2, 3],
+        "b" => [10, 20, 30],
+    )?;
+
+    let result = df
+        .clone()
+        .lazy()
+        .select([
+            fold_exprs(
+                lit(0),
+                |acc, val| (&acc + &val).map(Some),
+                [col("a"), col("b")],
+            )
+            .alias("sum_fold"),
+            sum_horizontal([col("a"), col("b")], true)?.alias("sum_horz"),
+        ])
+        .collect()?;
+
+    println!("{:?}", result);
     // --8<-- [end:mansum]
 
     // --8<-- [start:mansum-explicit]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let acc = lit(0);
+    let f = |acc: Expr, val: Expr| acc + val;
+
+    let result = df
+        .clone()
+        .lazy()
+        .select([
+            f(f(acc, col("a")), col("b")),
+            fold_exprs(
+                lit(0),
+                |acc, val| (&acc + &val).map(Some),
+                [col("a"), col("b")],
+            )
+            .alias("sum_fold"),
+        ])
+        .collect()?;
+
+    println!("{:?}", result);
     // --8<-- [end:mansum-explicit]
 
     // --8<-- [start:manprod]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let result = df
+        .clone()
+        .lazy()
+        .select([fold_exprs(
+            lit(0),
+            |acc, val| (&acc * &val).map(Some),
+            [col("a"), col("b")],
+        )
+        .alias("prod")])
+        .collect()?;
+
+    println!("{:?}", result);
     // --8<-- [end:manprod]
 
     // --8<-- [start:manprod-fixed]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let result = df
+        .clone()
+        .lazy()
+        .select([fold_exprs(
+            lit(1),
+            |acc, val| (&acc * &val).map(Some),
+            [col("a"), col("b")],
+        )
+        .alias("prod")])
+        .collect()?;
+
+    println!("{:?}", result);
     // --8<-- [end:manprod-fixed]
 
     // --8<-- [start:conditional]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let df = df!(
+        "a" => [1, 2, 3],
+        "b" => [0, 1, 2],
+    )?;
+
+    let result = df
+        .clone()
+        .lazy()
+        .filter(fold_exprs(
+            lit(true),
+            |acc, val| (&acc & &val).map(Some),
+            [col("*").gt(1)],
+        ))
+        .collect()?;
+
+    println!("{:?}", result);
     // --8<-- [end:conditional]
 
     // --8<-- [start:string]

docs/source/src/rust/user-guide/expressions/missing-data.rs

@@ -23,38 +23,96 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
     // --8<-- [end:isnull]
 
     // --8<-- [start:dataframe2]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let df = df! (
+        "col1" => [0.5, 1.0, 1.5, 2.0, 2.5],
+        "col2" => [Some(1), None, Some(3), None, Some(5)],
+    )?;
+
+    println!("{}", df);
     // --8<-- [end:dataframe2]
 
     // --8<-- [start:fill]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let fill_literal_df = df
+        .clone()
+        .lazy()
+        .with_column(col("col2").fill_null(3))
+        .collect()?;
+
+    println!("{}", fill_literal_df);
     // --8<-- [end:fill]
 
     // --8<-- [start:fillstrategy]
-    // Contribute the Rust translation of the Python example by opening a PR.
+
+    let fill_literal_df = df
+        .clone()
+        .lazy()
+        .with_columns([
+            col("col2")
+                .fill_null_with_strategy(FillNullStrategy::Forward(None))
+                .alias("forward"),
+            col("col2")
+                .fill_null_with_strategy(FillNullStrategy::Backward(None))
+                .alias("backward"),
+        ])
+        .collect()?;
+
+    println!("{}", fill_literal_df);
     // --8<-- [end:fillstrategy]
 
     // --8<-- [start:fillexpr]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let fill_expression_df = df
+        .clone()
+        .lazy()
+        .with_column(col("col2").fill_null((lit(2) * col("col1")).cast(DataType::Int64)))
+        .collect()?;
+
+    println!("{}", fill_expression_df);
     // --8<-- [end:fillexpr]
 
     // --8<-- [start:fillinterpolate]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let fill_interpolation_df = df
+        .clone()
+        .lazy()
+        .with_column(col("col2").interpolate(InterpolationMethod::Linear))
+        .collect()?;
+
+    println!("{}", fill_interpolation_df);
     // --8<-- [end:fillinterpolate]
 
     // --8<-- [start:nan]
     let nan_df = df!(
-            "value" => [1.0, f64::NAN, f64::NAN, 3.0],
+        "value" => [1.0, f64::NAN, f64::NAN, 3.0],
     )?;
     println!("{}", nan_df);
     // --8<-- [end:nan]
 
     // --8<-- [start:nan-computed]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let df = df!(
+        "dividend" => [1.0, 0.0, -1.0],
+        "divisor" => [1.0, 0.0, -1.0],
+    )?;
+
+    let result = df
+        .clone()
+        .lazy()
+        .select([col("dividend") / col("divisor")])
+        .collect()?;
+
+    println!("{}", result);
     // --8<-- [end:nan-computed]
 
     // --8<-- [start:nanfill]
-    // Contribute the Rust translation of the Python example by opening a PR.
+    let mean_nan_df = nan_df
+        .clone()
+        .lazy()
+        .with_column(col("value").fill_nan(Null {}.lit()).alias("replaced"))
+        .select([
+            col("*").mean().name().suffix("_mean"),
+            col("*").sum().name().suffix("_sum"),
+        ])
+        .collect()?;
+
+    println!("{}", mean_nan_df);
     // --8<-- [end:nanfill]
     Ok(())
 }