diff --git a/datafusion/src/physical_plan/planner.rs b/datafusion/src/physical_plan/planner.rs
index 94d32e257f3d9..a2d774678ce79 100644
--- a/datafusion/src/physical_plan/planner.rs
+++ b/datafusion/src/physical_plan/planner.rs
@@ -22,6 +22,7 @@ use super::{
     functions, hash_join::PartitionMode, udaf, union::UnionExec, windows,
 };
 use crate::execution::context::ExecutionContextState;
+use crate::logical_plan::window_frames::WindowFrame;
 use crate::logical_plan::{
     DFSchema, Expr, LogicalPlan, Operator, Partitioning as LogicalPartitioning, PlanType,
     StringifiedPlan, UserDefinedLogicalNode,
@@ -740,19 +741,56 @@ impl DefaultPhysicalPlanner {
         ctx_state: &ExecutionContextState,
     ) -> Result<Arc<dyn WindowExpr>> {
         match e {
-            Expr::WindowFunction { fun, args, .. } => {
+            Expr::WindowFunction {
+                fun,
+                args,
+                partition_by,
+                order_by,
+                window_frame,
+            } => {
                 let args = args
                     .iter()
                     .map(|e| {
                         self.create_physical_expr(e, physical_input_schema, ctx_state)
                     })
                     .collect::<Result<Vec<_>>>()?;
-                // if !order_by.is_empty() {
-                //     return Err(DataFusionError::NotImplemented(
-                //         "Window function with order by is not yet implemented".to_owned(),
-                //     ));
-                // }
-                windows::create_window_expr(fun, &args, physical_input_schema, name)
+                let partition_by = partition_by
+                    .iter()
+                    .map(|e| {
+                        self.create_physical_expr(e, physical_input_schema, ctx_state)
+                    })
+                    .collect::<Result<Vec<_>>>()?;
+                let order_by = order_by
+                    .iter()
+                    .map(|e| match e {
+                        Expr::Sort {
+                            expr,
+                            asc,
+                            nulls_first,
+                        } => self.create_physical_sort_expr(
+                            expr,
+                            &physical_input_schema,
+                            SortOptions {
+                                descending: !*asc,
+                                nulls_first: *nulls_first,
+                            },
+                            &ctx_state,
+                        ),
+                        _ => Err(DataFusionError::Plan(
+                            "Sort only accepts sort expressions".to_string(),
+                        )),
+                    })
+                    .collect::<Result<Vec<_>>>()?;
+                let window_frame = window_frame.unwrap_or_else(WindowFrame::default);
+                windows::create_window_expr(
+                    fun,
+                    name,
+                    &args,
+                    &partition_by,
+                    &order_by,
+                    window_frame,
+                    physical_input_schema,
+                )
             }
             other => Err(DataFusionError::Internal(format!(
                 "Invalid window expression '{:?}'",
diff --git a/datafusion/src/physical_plan/windows.rs b/datafusion/src/physical_plan/windows.rs
index 7eb14943facf1..b7dfd37c87120 100644
--- a/datafusion/src/physical_plan/windows.rs
+++ b/datafusion/src/physical_plan/windows.rs
@@ -18,9 +18,11 @@
 //! Execution plan for window functions
 
 use crate::error::{DataFusionError, Result};
+
+use crate::logical_plan::window_frames::WindowFrame;
 use crate::physical_plan::{
     aggregates, common,
-    expressions::{Literal, NthValue, RowNumber},
+    expressions::{Literal, NthValue, PhysicalSortExpr, RowNumber},
     type_coercion::coerce,
     window_functions::signature_for_built_in,
     window_functions::BuiltInWindowFunctionExpr,
@@ -61,12 +63,15 @@ pub struct WindowAggExec {
 /// Create a physical expression for window function
 pub fn create_window_expr(
     fun: &WindowFunction,
+    name: String,
     args: &[Arc<dyn PhysicalExpr>],
+    _partition_by: &[Arc<dyn PhysicalExpr>],
+    _order_by: &[PhysicalSortExpr],
+    _window_frame: WindowFrame,
     input_schema: &Schema,
-    name: String,
 ) -> Result<Arc<dyn WindowExpr>> {
-    match fun {
-        WindowFunction::AggregateFunction(fun) => Ok(Arc::new(AggregateWindowExpr {
+    Ok(match fun {
+        WindowFunction::AggregateFunction(fun) => Arc::new(AggregateWindowExpr {
             aggregate: aggregates::create_aggregate_expr(
                 fun,
                 false,
@@ -74,11 +79,11 @@ pub fn create_window_expr(
                 input_schema,
                 name,
             )?,
-        })),
-        WindowFunction::BuiltInWindowFunction(fun) => Ok(Arc::new(BuiltInWindowExpr {
+        }),
+        WindowFunction::BuiltInWindowFunction(fun) => Arc::new(BuiltInWindowExpr {
             window: create_built_in_window_expr(fun, args, input_schema, name)?,
-        })),
-    }
+        }),
+    })
 }
 
 fn create_built_in_window_expr(
@@ -538,9 +543,12 @@ mod tests {
         let window_exec = Arc::new(WindowAggExec::try_new(
             vec![create_window_expr(
                 &WindowFunction::AggregateFunction(AggregateFunction::Count),
+                "count".to_owned(),
                 &[col("c3")],
+                &[],
+                &[],
+                WindowFrame::default(),
                 schema.as_ref(),
-                "count".to_owned(),
             )?],
             input,
             schema.clone(),
@@ -568,21 +576,30 @@ mod tests {
             vec![
                 create_window_expr(
                     &WindowFunction::AggregateFunction(AggregateFunction::Count),
+                    "count".to_owned(),
                     &[col("c3")],
+                    &[],
+                    &[],
+                    WindowFrame::default(),
                     schema.as_ref(),
-                    "count".to_owned(),
                 )?,
                 create_window_expr(
                     &WindowFunction::AggregateFunction(AggregateFunction::Max),
+                    "max".to_owned(),
                     &[col("c3")],
+                    &[],
+                    &[],
+                    WindowFrame::default(),
                     schema.as_ref(),
-                    "max".to_owned(),
                 )?,
                 create_window_expr(
                     &WindowFunction::AggregateFunction(AggregateFunction::Min),
+                    "min".to_owned(),
                     &[col("c3")],
+                    &[],
+                    &[],
+                    WindowFrame::default(),
                     schema.as_ref(),
-                    "min".to_owned(),
                 )?,
             ],
             input,