refactor: Make functions in expr/general non-anonymous

crates/polars-core/src/chunked_array/ops/mod.rs

@@ -407,7 +407,8 @@ pub trait ChunkSort<T: PolarsDataType> {
 
 pub type FillNullLimit = Option<IdxSize>;
 
-#[derive(Copy, Clone, Debug)]
+#[derive(Copy, Clone, Debug, PartialEq, Hash)]
+#[cfg_attr(feature = "serde-lazy", derive(Serialize, Deserialize))]
 pub enum FillNullStrategy {
     /// previous value in array
     Backward(FillNullLimit),

crates/polars-lazy/Cargo.toml

@@ -123,6 +123,7 @@ chunked_ids = ["polars-plan/chunked_ids", "polars-core/chunked_ids", "polars-ops
 list_to_struct = ["polars-plan/list_to_struct"]
 python = ["pyo3", "polars-plan/python", "polars-core/python", "polars-io/python"]
 row_hash = ["polars-plan/row_hash"]
+reinterpret = ["polars-plan/reinterpret", "polars-ops/reinterpret"]
 string_pad = ["polars-plan/string_pad"]
 string_reverse = ["polars-plan/string_reverse"]
 string_to_integer = ["polars-plan/string_to_integer"]

crates/polars-ops/Cargo.toml

@@ -97,6 +97,7 @@ string_to_integer = ["polars-core/strings"]
 extract_jsonpath = ["serde_json", "jsonpath_lib", "polars-json"]
 log = []
 hash = []
+reinterpret = ["polars-core/reinterpret"]
 group_by_list = ["polars-core/group_by_list"]
 rolling_window = ["polars-core/rolling_window"]
 moment = []

crates/polars-ops/src/series/ops/mod.rs

@@ -39,6 +39,8 @@ mod moment;
 mod pct_change;
 #[cfg(feature = "rank")]
 mod rank;
+#[cfg(feature = "reinterpret")]
+mod reinterpret;
 #[cfg(feature = "replace")]
 mod replace;
 #[cfg(feature = "rle")]
@@ -97,6 +99,8 @@ pub use pct_change::*;
 use polars_core::prelude::*;
 #[cfg(feature = "rank")]
 pub use rank::*;
+#[cfg(feature = "reinterpret")]
+pub use reinterpret::*;
 #[cfg(feature = "replace")]
 pub use replace::*;
 #[cfg(feature = "rle")]

crates/polars-ops/src/series/ops/reinterpret.rs

@@ -0,0 +1,18 @@
+use polars_core::prelude::*;
+
+pub fn reinterpret(s: &Series, signed: bool) -> PolarsResult<Series> {
+    Ok(match (s.dtype(), signed) {
+        (DataType::UInt64, true) => s.u64().unwrap().reinterpret_signed().into_series(),
+        (DataType::UInt64, false) => s.clone(),
+        (DataType::Int64, false) => s.i64().unwrap().reinterpret_unsigned().into_series(),
+        (DataType::Int64, true) => s.clone(),
+        (DataType::UInt32, true) => s.u32().unwrap().reinterpret_signed().into_series(),
+        (DataType::UInt32, false) => s.clone(),
+        (DataType::Int32, false) => s.i32().unwrap().reinterpret_unsigned().into_series(),
+        (DataType::Int32, true) => s.clone(),
+        _ => polars_bail!(
+            ComputeError:
+            "reinterpret is only allowed for 64-bit/32-bit integers types, use cast otherwise"
+        ),
+    })
+}

crates/polars-plan/Cargo.toml

@@ -126,6 +126,7 @@ log = ["polars-ops/log"]
 chunked_ids = ["polars-core/chunked_ids"]
 list_to_struct = ["polars-ops/list_to_struct"]
 row_hash = ["polars-core/row_hash", "polars-ops/hash"]
+reinterpret = ["polars-core/reinterpret", "polars-ops/reinterpret"]
 string_pad = ["polars-ops/string_pad"]
 string_reverse = ["polars-ops/string_reverse"]
 string_to_integer = ["polars-ops/string_to_integer"]

crates/polars-plan/src/dsl/function_expr/dispatch.rs

@@ -135,3 +135,20 @@ pub(super) fn replace(s: &[Series], return_dtype: Option<DataType>) -> PolarsRes
     let default = if let Some(s) = s.get(3) { s } else { &s[0] };
     polars_ops::series::replace(&s[0], &s[1], &s[2], default, return_dtype)
 }
+
+pub(super) fn fill_null_with_strategy(
+    s: &Series,
+    strategy: FillNullStrategy,
+) -> PolarsResult<Series> {
+    s.fill_null(strategy)
+}
+
+pub(super) fn gather_every(s: &Series, n: usize, offset: usize) -> PolarsResult<Series> {
+    polars_ensure!(n > 0, InvalidOperation: "gather_every(n): n should be positive");
+    Ok(s.gather_every(n, offset))
+}
+
+#[cfg(feature = "reinterpret")]
+pub(super) fn reinterpret(s: &Series, signed: bool) -> PolarsResult<Series> {
+    polars_ops::series::reinterpret(s, signed)
+}

crates/polars-plan/src/dsl/function_expr/mod.rs

@@ -150,6 +150,7 @@ pub enum FunctionExpr {
     FillNull {
         super_type: DataType,
     },
+    FillNullWithStrategy(FillNullStrategy),
     #[cfg(feature = "rolling_window")]
     RollingExpr(RollingFunction),
     ShiftAndFill,
@@ -320,6 +321,12 @@ pub enum FunctionExpr {
     Replace {
         return_dtype: Option<DataType>,
     },
+    GatherEvery {
+        n: usize,
+        offset: usize,
+    },
+    #[cfg(feature = "reinterpret")]
+    Reinterpret(bool),
 }
 
 impl Hash for FunctionExpr {
@@ -521,6 +528,10 @@ impl Hash for FunctionExpr {
             },
             #[cfg(feature = "replace")]
             Replace { return_dtype } => return_dtype.hash(state),
+            FillNullWithStrategy(strategy) => strategy.hash(state),
+            GatherEvery { n, offset } => (n, offset).hash(state),
+            #[cfg(feature = "reinterpret")]
+            Reinterpret(signed) => signed.hash(state),
         }
     }
 }
@@ -689,6 +700,10 @@ impl Display for FunctionExpr {
             Hist { .. } => "hist",
             #[cfg(feature = "replace")]
             Replace { .. } => "replace",
+            FillNullWithStrategy(_) => "fill_null_with_strategy",
+            GatherEvery { .. } => "gather_every",
+            #[cfg(feature = "reinterpret")]
+            Reinterpret(_) => "reinterpret",
         };
         write!(f, "{s}")
     }
@@ -1040,6 +1055,10 @@ impl From<FunctionExpr> for SpecialEq<Arc<dyn SeriesUdf>> {
             Replace { return_dtype } => {
                 map_as_slice!(dispatch::replace, return_dtype.clone())
             },
+            FillNullWithStrategy(strategy) => map!(dispatch::fill_null_with_strategy, strategy),
+            GatherEvery { n, offset } => map!(dispatch::gather_every, n, offset),
+            #[cfg(feature = "reinterpret")]
+            Reinterpret(signed) => map!(dispatch::reinterpret, signed),
         }
     }
 }

crates/polars-plan/src/dsl/function_expr/schema.rs

@@ -277,6 +277,17 @@ impl FunctionExpr {
             EwmVar { .. } => mapper.map_to_float_dtype(),
             #[cfg(feature = "replace")]
             Replace { return_dtype } => mapper.replace_dtype(return_dtype.clone()),
+            FillNullWithStrategy(_) => mapper.with_same_dtype(),
+            GatherEvery { .. } => mapper.with_same_dtype(),
+            #[cfg(feature = "reinterpret")]
+            Reinterpret(signed) => {
+                let dt = if *signed {
+                    DataType::Int64
+                } else {
+                    DataType::UInt64
+                };
+                mapper.with_dtype(dt)
+            },
         }
     }
 }

crates/polars-plan/src/dsl/mod.rs

@@ -947,6 +947,10 @@ impl Expr {
         self.fill_null_impl(fill_value.into())
     }
 
+    pub fn fill_null_with_strategy(self, strategy: FillNullStrategy) -> Self {
+        self.apply_private(FunctionExpr::FillNullWithStrategy(strategy))
+    }
+
     /// Replace the floating point `NaN` values by a value.
     pub fn fill_nan<E: Into<Expr>>(self, fill_value: E) -> Self {
         // we take the not branch so that self is truthy value of `when -> then -> otherwise`
@@ -1617,6 +1621,15 @@ impl Expr {
         self.map_private(FunctionExpr::ToPhysical)
     }
 
+    pub fn gather_every(self, n: usize, offset: usize) -> Expr {
+        self.apply_private(FunctionExpr::GatherEvery { n, offset })
+    }
+
+    #[cfg(feature = "reinterpret")]
+    pub fn reinterpret(self, signed: bool) -> Expr {
+        self.map_private(FunctionExpr::Reinterpret(signed))
+    }
+
     #[cfg(feature = "strings")]
     /// Get the [`string::StringNameSpace`]
     pub fn str(self) -> string::StringNameSpace {

crates/polars/Cargo.toml

@@ -175,7 +175,7 @@ product = ["polars-core/product"]
 propagate_nans = ["polars-lazy?/propagate_nans"]
 range = ["polars-lazy?/range"]
 rank = ["polars-lazy?/rank", "polars-ops/rank"]
-reinterpret = ["polars-core/reinterpret"]
+reinterpret = ["polars-core/reinterpret", "polars-lazy?/reinterpret", "polars-ops/reinterpret"]
 repeat_by = ["polars-ops/repeat_by", "polars-lazy?/repeat_by"]
 replace = ["polars-ops/replace", "polars-lazy?/replace"]
 rle = ["polars-lazy?/rle"]

py-polars/src/expr/general.rs

@@ -10,7 +10,6 @@ use pyo3::types::PyBytes;
 use crate::conversion::{parse_fill_null_strategy, Wrap};
 use crate::error::PyPolarsErr;
 use crate::map::lazy::map_single;
-use crate::utils::reinterpret;
 use crate::PyExpr;
 
 #[pymethods]
@@ -356,16 +355,8 @@ impl PyExpr {
     }
 
     fn fill_null_with_strategy(&self, strategy: &str, limit: FillNullLimit) -> PyResult<Self> {
-        let strat = parse_fill_null_strategy(strategy, limit)?;
-        Ok(self
-            .inner
-            .clone()
-            .apply(
-                move |s| s.fill_null(strat).map(Some),
-                GetOutput::same_type(),
-            )
-            .with_fmt("fill_null_with_strategy")
-            .into())
+        let strategy = parse_fill_null_strategy(strategy, limit)?;
+        Ok(self.inner.clone().fill_null_with_strategy(strategy).into())
     }
 
     fn fill_nan(&self, expr: Self) -> Self {
@@ -424,17 +415,7 @@ impl PyExpr {
     }
 
     fn gather_every(&self, n: usize, offset: usize) -> Self {
-        self.inner
-            .clone()
-            .apply(
-                move |s: Series| {
-                    polars_ensure!(n > 0, InvalidOperation: "gather_every(n): n can't be zero");
-                    Ok(Some(s.gather_every(n, offset)))
-                },
-                GetOutput::same_type(),
-            )
-            .with_fmt("gather_every")
-            .into()
+        self.inner.clone().gather_every(n, offset).into()
     }
     fn tail(&self, n: usize) -> Self {
         self.inner.clone().tail(Some(n)).into()
@@ -689,16 +670,7 @@ impl PyExpr {
     }
 
     fn reinterpret(&self, signed: bool) -> Self {
-        let function = move |s: Series| reinterpret(&s, signed).map(Some);
-        let dt = if signed {
-            DataType::Int64
-        } else {
-            DataType::UInt64
-        };
-        self.inner
-            .clone()
-            .map(function, GetOutput::from_type(dt))
-            .into()
+        self.inner.clone().reinterpret(signed).into()
     }
     fn mode(&self) -> Self {
         self.inner.clone().mode().into()

py-polars/src/utils.rs

@@ -1,22 +1,3 @@
-use polars::prelude::*;
-
-pub fn reinterpret(s: &Series, signed: bool) -> PolarsResult<Series> {
-    Ok(match (s.dtype(), signed) {
-        (DataType::UInt64, true) => s.u64().unwrap().reinterpret_signed().into_series(),
-        (DataType::UInt64, false) => s.clone(),
-        (DataType::Int64, false) => s.i64().unwrap().reinterpret_unsigned().into_series(),
-        (DataType::Int64, true) => s.clone(),
-        (DataType::UInt32, true) => s.u32().unwrap().reinterpret_signed().into_series(),
-        (DataType::UInt32, false) => s.clone(),
-        (DataType::Int32, false) => s.i32().unwrap().reinterpret_unsigned().into_series(),
-        (DataType::Int32, true) => s.clone(),
-        _ => polars_bail!(
-            ComputeError:
-            "reinterpret is only allowed for 64-bit/32-bit integers types, use cast otherwise"
-        ),
-    })
-}
-
 // was redefined because I could not get feature flags activated?
 #[macro_export]
 macro_rules! apply_method_all_arrow_series2 {