diff --git a/daft/daft.pyi b/daft/daft.pyi
index 7f6e793d0a..0c4e043bb5 100644
--- a/daft/daft.pyi
+++ b/daft/daft.pyi
@@ -1625,6 +1625,7 @@ class LogicalPlanBuilder:
     ) -> LogicalPlanBuilder: ...
     @staticmethod
     def table_scan(scan_operator: ScanOperatorHandle) -> LogicalPlanBuilder: ...
+    def with_planning_config(self, daft_planning_config: PyDaftPlanningConfig) -> LogicalPlanBuilder: ...
     def select(self, to_select: list[PyExpr]) -> LogicalPlanBuilder: ...
     def with_columns(self, columns: list[PyExpr]) -> LogicalPlanBuilder: ...
     def exclude(self, to_exclude: list[str]) -> LogicalPlanBuilder: ...
diff --git a/daft/logical/builder.py b/daft/logical/builder.py
index 89f19458fd..b2717df2f6 100644
--- a/daft/logical/builder.py
+++ b/daft/logical/builder.py
@@ -1,8 +1,10 @@
 from __future__ import annotations
 
+import functools
 import pathlib
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, Callable
 
+from daft.context import get_context
 from daft.daft import (
     CountMode,
     FileFormat,
@@ -26,6 +28,25 @@
     )
 
 
+def _apply_daft_planning_config_to_initializer(classmethod_func: Callable[..., LogicalPlanBuilder]):
+    """Decorator to be applied to any @classmethod instantiation method on LogicalPlanBuilder
+
+    This decorator ensures that the current DaftPlanningConfig is applied to the instantiated LogicalPlanBuilder
+    """
+
+    @functools.wraps(classmethod_func)
+    def wrapper(cls: type[LogicalPlanBuilder], *args, **kwargs):
+        instantiated_logical_plan_builder = classmethod_func(cls, *args, **kwargs)
+
+        # Parametrize the builder with the current DaftPlanningConfig
+        inner = instantiated_logical_plan_builder._builder
+        inner = inner.with_planning_config(get_context().daft_planning_config)
+
+        return cls(inner)
+
+    return wrapper
+
+
 class LogicalPlanBuilder:
     """
     A logical plan builder for the Daft DataFrame.
@@ -91,6 +112,7 @@ def optimize(self) -> LogicalPlanBuilder:
         return LogicalPlanBuilder(builder)
 
     @classmethod
+    @_apply_daft_planning_config_to_initializer
     def from_in_memory_scan(
         cls,
         partition: PartitionCacheEntry,
@@ -110,6 +132,7 @@ def from_in_memory_scan(
         return cls(builder)
 
     @classmethod
+    @_apply_daft_planning_config_to_initializer
     def from_tabular_scan(
         cls,
         *,
diff --git a/src/daft-plan/src/builder.rs b/src/daft-plan/src/builder.rs
index ab96622b2d..9a5719c652 100644
--- a/src/daft-plan/src/builder.rs
+++ b/src/daft-plan/src/builder.rs
@@ -30,6 +30,7 @@ use daft_scan::{PhysicalScanInfo, Pushdowns, ScanOperatorRef};
 use {
     crate::sink_info::{CatalogInfo, IcebergCatalogInfo},
     crate::source_info::InMemoryInfo,
+    common_daft_config::PyDaftPlanningConfig,
     daft_core::python::schema::PySchema,
     daft_dsl::python::PyExpr,
     daft_scan::python::pylib::ScanOperatorHandle,
@@ -548,6 +549,13 @@ impl PyLogicalPlanBuilder {
         Ok(LogicalPlanBuilder::table_scan(scan_operator.into(), None)?.into())
     }
 
+    pub fn with_planning_config(
+        &self,
+        daft_planning_config: PyDaftPlanningConfig,
+    ) -> PyResult<Self> {
+        Ok(self.builder.with_config(daft_planning_config.config).into())
+    }
+
     pub fn select(&self, to_select: Vec<PyExpr>) -> PyResult<Self> {
         Ok(self.builder.select(pyexprs_to_exprs(to_select))?.into())
     }