datafusion_python/expr/
window.rs

// 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::common::{DataFusionError, ScalarValue};
use datafusion::logical_expr::expr::WindowFunction;
use datafusion::logical_expr::{Expr, Window, WindowFrame, WindowFrameBound, WindowFrameUnits};
use pyo3::prelude::*;
use std::fmt::{self, Display, Formatter};

use crate::common::df_schema::PyDFSchema;
use crate::errors::py_type_err;
use crate::expr::logical_node::LogicalNode;
use crate::expr::sort_expr::{py_sort_expr_list, PySortExpr};
use crate::expr::PyExpr;
use crate::sql::logical::PyLogicalPlan;

use super::py_expr_list;

use crate::errors::py_datafusion_err;

#[pyclass(name = "WindowExpr", module = "datafusion.expr", subclass)]
#[derive(Clone)]
pub struct PyWindowExpr {
    window: Window,
}

#[pyclass(name = "WindowFrame", module = "datafusion.expr", subclass)]
#[derive(Clone)]
pub struct PyWindowFrame {
    window_frame: WindowFrame,
}

impl From<PyWindowFrame> for WindowFrame {
    fn from(window_frame: PyWindowFrame) -> Self {
        window_frame.window_frame
    }
}

impl From<WindowFrame> for PyWindowFrame {
    fn from(window_frame: WindowFrame) -> PyWindowFrame {
        PyWindowFrame { window_frame }
    }
}

#[pyclass(name = "WindowFrameBound", module = "datafusion.expr", subclass)]
#[derive(Clone)]
pub struct PyWindowFrameBound {
    frame_bound: WindowFrameBound,
}

impl From<PyWindowExpr> for Window {
    fn from(window: PyWindowExpr) -> Window {
        window.window
    }
}

impl From<Window> for PyWindowExpr {
    fn from(window: Window) -> PyWindowExpr {
        PyWindowExpr { window }
    }
}

impl From<WindowFrameBound> for PyWindowFrameBound {
    fn from(frame_bound: WindowFrameBound) -> Self {
        PyWindowFrameBound { frame_bound }
    }
}

impl Display for PyWindowExpr {
    fn fmt(&self, f: &mut Formatter) -> fmt::Result {
        write!(
            f,
            "Over\n
            Window Expr: {:?}
            Schema: {:?}",
            &self.window.window_expr, &self.window.schema
        )
    }
}

impl Display for PyWindowFrame {
    fn fmt(&self, f: &mut Formatter) -> std::fmt::Result {
        write!(
            f,
            "OVER ({} BETWEEN {} AND {})",
            self.window_frame.units, self.window_frame.start_bound, self.window_frame.end_bound
        )
    }
}

#[pymethods]
impl PyWindowExpr {
    /// Returns the schema of the Window
    pub fn schema(&self) -> PyResult<PyDFSchema> {
        Ok(self.window.schema.as_ref().clone().into())
    }

    /// Returns window expressions
    pub fn get_window_expr(&self) -> PyResult<Vec<PyExpr>> {
        py_expr_list(&self.window.window_expr)
    }

    /// Returns order by columns in a window function expression
    pub fn get_sort_exprs(&self, expr: PyExpr) -> PyResult<Vec<PySortExpr>> {
        match expr.expr.unalias() {
            Expr::WindowFunction(WindowFunction { order_by, .. }) => py_sort_expr_list(&order_by),
            other => Err(not_window_function_err(other)),
        }
    }

    /// Return partition by columns in a window function expression
    pub fn get_partition_exprs(&self, expr: PyExpr) -> PyResult<Vec<PyExpr>> {
        match expr.expr.unalias() {
            Expr::WindowFunction(WindowFunction { partition_by, .. }) => {
                py_expr_list(&partition_by)
            }
            other => Err(not_window_function_err(other)),
        }
    }

    /// Return input args for window function
    pub fn get_args(&self, expr: PyExpr) -> PyResult<Vec<PyExpr>> {
        match expr.expr.unalias() {
            Expr::WindowFunction(WindowFunction { args, .. }) => py_expr_list(&args),
            other => Err(not_window_function_err(other)),
        }
    }

    /// Return window function name
    pub fn window_func_name(&self, expr: PyExpr) -> PyResult<String> {
        match expr.expr.unalias() {
            Expr::WindowFunction(WindowFunction { fun, .. }) => Ok(fun.to_string()),
            other => Err(not_window_function_err(other)),
        }
    }

    /// Returns a Pywindow frame for a given window function expression
    pub fn get_frame(&self, expr: PyExpr) -> Option<PyWindowFrame> {
        match expr.expr.unalias() {
            Expr::WindowFunction(WindowFunction { window_frame, .. }) => Some(window_frame.into()),
            _ => None,
        }
    }
}

fn not_window_function_err(expr: Expr) -> PyErr {
    py_type_err(format!(
        "Provided {} Expr {:?} is not a WindowFunction type",
        expr.variant_name(),
        expr
    ))
}

#[pymethods]
impl PyWindowFrame {
    #[new]
    #[pyo3(signature=(unit, start_bound, end_bound))]
    pub fn new(
        unit: &str,
        start_bound: Option<ScalarValue>,
        end_bound: Option<ScalarValue>,
    ) -> PyResult<Self> {
        let units = unit.to_ascii_lowercase();
        let units = match units.as_str() {
            "rows" => WindowFrameUnits::Rows,
            "range" => WindowFrameUnits::Range,
            "groups" => WindowFrameUnits::Groups,
            _ => {
                return Err(py_datafusion_err(DataFusionError::NotImplemented(format!(
                    "{:?}",
                    units,
                ))));
            }
        };
        let start_bound = match start_bound {
            Some(start_bound) => WindowFrameBound::Preceding(start_bound),
            None => match units {
                WindowFrameUnits::Range => WindowFrameBound::Preceding(ScalarValue::UInt64(None)),
                WindowFrameUnits::Rows => WindowFrameBound::Preceding(ScalarValue::UInt64(None)),
                WindowFrameUnits::Groups => {
                    return Err(py_datafusion_err(DataFusionError::NotImplemented(format!(
                        "{:?}",
                        units,
                    ))));
                }
            },
        };
        let end_bound = match end_bound {
            Some(end_bound) => WindowFrameBound::Following(end_bound),
            None => match units {
                WindowFrameUnits::Rows => WindowFrameBound::Following(ScalarValue::UInt64(None)),
                WindowFrameUnits::Range => WindowFrameBound::Following(ScalarValue::UInt64(None)),
                WindowFrameUnits::Groups => {
                    return Err(py_datafusion_err(DataFusionError::NotImplemented(format!(
                        "{:?}",
                        units,
                    ))));
                }
            },
        };
        Ok(PyWindowFrame {
            window_frame: WindowFrame::new_bounds(units, start_bound, end_bound),
        })
    }

    /// Returns the window frame units for the bounds
    pub fn get_frame_units(&self) -> PyResult<String> {
        Ok(self.window_frame.units.to_string())
    }
    /// Returns starting bound
    pub fn get_lower_bound(&self) -> PyResult<PyWindowFrameBound> {
        Ok(self.window_frame.start_bound.clone().into())
    }
    /// Returns end bound
    pub fn get_upper_bound(&self) -> PyResult<PyWindowFrameBound> {
        Ok(self.window_frame.end_bound.clone().into())
    }

    /// Get a String representation of this window frame
    fn __repr__(&self) -> String {
        format!("{}", self)
    }
}

#[pymethods]
impl PyWindowFrameBound {
    /// Returns if the frame bound is current row
    pub fn is_current_row(&self) -> bool {
        matches!(self.frame_bound, WindowFrameBound::CurrentRow)
    }

    /// Returns if the frame bound is preceding
    pub fn is_preceding(&self) -> bool {
        matches!(self.frame_bound, WindowFrameBound::Preceding(_))
    }

    /// Returns if the frame bound is following
    pub fn is_following(&self) -> bool {
        matches!(self.frame_bound, WindowFrameBound::Following(_))
    }
    /// Returns the offset of the window frame
    pub fn get_offset(&self) -> PyResult<Option<u64>> {
        match &self.frame_bound {
            WindowFrameBound::Preceding(val) | WindowFrameBound::Following(val) => match val {
                x if x.is_null() => Ok(None),
                ScalarValue::UInt64(v) => Ok(*v),
                // The cast below is only safe because window bounds cannot be negative
                ScalarValue::Int64(v) => Ok(v.map(|n| n as u64)),
                ScalarValue::Utf8(Some(s)) => match s.parse::<u64>() {
                    Ok(s) => Ok(Some(s)),
                    Err(_e) => Err(DataFusionError::Plan(format!(
                        "Unable to parse u64 from Utf8 value '{s}'"
                    ))
                    .into()),
                },
                ref x => {
                    Err(DataFusionError::Plan(format!("Unexpected window frame bound: {x}")).into())
                }
            },
            WindowFrameBound::CurrentRow => Ok(None),
        }
    }
    /// Returns if the frame bound is unbounded
    pub fn is_unbounded(&self) -> PyResult<bool> {
        match &self.frame_bound {
            WindowFrameBound::Preceding(v) | WindowFrameBound::Following(v) => Ok(v.is_null()),
            WindowFrameBound::CurrentRow => Ok(false),
        }
    }
}

impl LogicalNode for PyWindowExpr {
    fn inputs(&self) -> Vec<PyLogicalPlan> {
        vec![self.window.input.as_ref().clone().into()]
    }

    fn to_variant(&self, py: Python) -> PyResult<PyObject> {
        Ok(self.clone().into_py(py))
    }
}
datafusion_python/expr/window.rs

datafusion_python/expr/
window.rs
