diff --git a/pyarrow-stubs/compute.pyi b/pyarrow-stubs/compute.pyi
index 7ea1244..a3c2e0f 100644
--- a/pyarrow-stubs/compute.pyi
+++ b/pyarrow-stubs/compute.pyi
@@ -137,12 +137,17 @@ NumericOrDurationScalar: TypeAlias = NumericScalar | lib.DurationScalar
 _NumericOrDurationT = TypeVar("_NumericOrDurationT", bound=NumericOrDurationScalar)
 NumericOrTemporalScalar: TypeAlias = NumericScalar | TemporalScalar
 _NumericOrTemporalT = TypeVar("_NumericOrTemporalT", bound=NumericOrTemporalScalar)
-NumericArray: TypeAlias = lib.NumericArray
+NumericArray: TypeAlias = lib.NumericArray[_ScalarT] | lib.ChunkedArray[_ScalarT]
 _NumericArrayT = TypeVar("_NumericArrayT", bound=lib.NumericArray)
-NumericOrDurationArray: TypeAlias = lib.NumericArray | lib.Array[lib.DurationScalar]
+NumericOrDurationArray: TypeAlias = (
+    lib.NumericArray | lib.Array[lib.DurationScalar] | lib.ChunkedArray
+)
 _NumericOrDurationArrayT = TypeVar("_NumericOrDurationArrayT", bound=NumericOrDurationArray)
-NumericOrTemporalArray: TypeAlias = lib.NumericArray | lib.Array[TemporalScalar]
+NumericOrTemporalArray: TypeAlias = (
+    lib.NumericArray | lib.Array[TemporalScalar] | lib.ChunkedArray[TemporalScalar]
+)
 _NumericOrTemporalArrayT = TypeVar("_NumericOrTemporalArrayT", bound=NumericOrTemporalArray)
+BooleanArray: TypeAlias = lib.BooleanArray | lib.ChunkedArray[lib.BooleanScalar]
 FloatScalar: typing_extensions.TypeAlias = (
     lib.Scalar[lib.Float32Type]
     | lib.Scalar[lib.Float64Type]
@@ -155,13 +160,27 @@ FloatArray: typing_extensions.TypeAlias = (
     | lib.NumericArray[lib.DoubleScalar]
     | lib.NumericArray[lib.Decimal128Scalar]
     | lib.NumericArray[lib.Decimal256Scalar]
+    | lib.ChunkedArray[lib.FloatScalar]
+    | lib.ChunkedArray[lib.DoubleScalar]
+    | lib.ChunkedArray[lib.Decimal128Scalar]
+    | lib.ChunkedArray[lib.Decimal256Scalar]
 )
 _FloatArrayT = TypeVar("_FloatArrayT", bound=FloatArray)
 _StringScalarT = TypeVar("_StringScalarT", bound=StringScalar)
-StringArray: TypeAlias = lib.StringArray | lib.LargeStringArray
+StringArray: TypeAlias = (
+    lib.StringArray
+    | lib.LargeStringArray
+    | lib.ChunkedArray[lib.StringScalar]
+    | lib.ChunkedArray[lib.LargeStringScalar]
+)
 _StringArrayT = TypeVar("_StringArrayT", bound=StringArray)
 _BinaryScalarT = TypeVar("_BinaryScalarT", bound=BinaryScalar)
-BinaryArray: TypeAlias = lib.BinaryArray | lib.LargeBinaryArray
+BinaryArray: TypeAlias = (
+    lib.BinaryArray
+    | lib.LargeBinaryArray
+    | lib.ChunkedArray[lib.BinaryScalar]
+    | lib.ChunkedArray[lib.LargeBinaryScalar]
+)
 _BinaryArrayT = TypeVar("_BinaryArrayT", bound=BinaryArray)
 StringOrBinaryScalar: TypeAlias = StringScalar | BinaryScalar
 _StringOrBinaryScalarT = TypeVar("_StringOrBinaryScalarT", bound=StringOrBinaryScalar)
@@ -176,6 +195,12 @@ TemporalArray: TypeAlias = (
     | lib.TimestampArray
     | lib.DurationArray
     | lib.MonthDayNanoIntervalArray
+    | lib.ChunkedArray[lib.Date32Scalar]
+    | lib.ChunkedArray[lib.Date64Scalar]
+    | lib.ChunkedArray[lib.Time32Scalar]
+    | lib.ChunkedArray[lib.Time64Scalar]
+    | lib.ChunkedArray[lib.DurationScalar]
+    | lib.ChunkedArray[lib.MonthDayNanoIntervalScalar]
 )
 _TemporalArrayT = TypeVar("_TemporalArrayT", bound=TemporalArray)
 _ScalarT = TypeVar("_ScalarT", bound=lib.Scalar)
@@ -186,7 +211,7 @@ _ScalarOrArrayT = TypeVar("_ScalarOrArrayT", bound=lib.Array | lib.Scalar)
 # ========================= 1.1 functions =========================
 
 def all(
-    array: lib.BooleanScalar | lib.BooleanArray,
+    array: lib.BooleanScalar | BooleanArray,
     /,
     *,
     skip_nulls: bool = True,
@@ -198,7 +223,7 @@ def all(
 any = _clone_signature(all)
 
 def approximate_median(
-    array: NumericScalar | lib.NumericArray,
+    array: NumericScalar | NumericArray,
     /,
     *,
     skip_nulls: bool = True,
@@ -207,7 +232,7 @@ def approximate_median(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.DoubleScalar: ...
 def count(
-    array: lib.Array,
+    array: lib.Array | lib.ChunkedArray,
     /,
     mode: Literal["only_valid", "only_null", "all"] = "only_valid",
     *,
@@ -215,7 +240,7 @@ def count(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.Int64Scalar: ...
 def count_distinct(
-    array: lib.Array,
+    array: lib.Array | lib.ChunkedArray,
     /,
     mode: Literal["only_valid", "only_null", "all"] = "only_valid",
     *,
@@ -223,7 +248,7 @@ def count_distinct(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.Int64Scalar: ...
 def first(
-    array: lib.Array[_ScalarT],
+    array: lib.Array[_ScalarT] | lib.ChunkedArray[_ScalarT],
     /,
     *,
     skip_nulls: bool = True,
@@ -232,7 +257,7 @@ def first(
     memory_pool: lib.MemoryPool | None = None,
 ) -> _ScalarT: ...
 def first_last(
-    array: lib.Array,
+    array: lib.Array | lib.ChunkedArray,
     /,
     *,
     skip_nulls: bool = True,
@@ -241,7 +266,7 @@ def first_last(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.StructScalar: ...
 def index(
-    data: lib.Array,
+    data: lib.Array | lib.ChunkedArray,
     value,
     start: int | None = None,
     end: int | None = None,
@@ -255,7 +280,7 @@ min = _clone_signature(first)
 min_max = _clone_signature(first_last)
 
 def mean(
-    array: NumericScalar | lib.NumericArray,
+    array: NumericScalar | NumericArray,
     /,
     *,
     skip_nulls: bool = True,
@@ -264,7 +289,7 @@ def mean(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.DoubleScalar | lib.Decimal128Scalar: ...
 def mode(
-    array: NumericScalar | lib.NumericArray,
+    array: NumericScalar | NumericArray,
     /,
     n: int = 1,
     *,
@@ -283,7 +308,7 @@ def product(
     memory_pool: lib.MemoryPool | None = None,
 ) -> _ScalarT: ...
 def quantile(
-    array: NumericScalar | lib.NumericArray,
+    array: NumericScalar | NumericArray,
     /,
     q: float = 0.5,
     *,
@@ -294,7 +319,7 @@ def quantile(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.DoubleArray: ...
 def stddev(
-    array: NumericScalar | lib.NumericArray,
+    array: NumericScalar | NumericArray,
     /,
     *,
     ddof: float = 0,
@@ -304,7 +329,7 @@ def stddev(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.DoubleScalar: ...
 def sum(
-    array: _NumericScalarT | lib.NumericArray[_NumericScalarT],
+    array: _NumericScalarT | NumericArray[_NumericScalarT],
     /,
     *,
     skip_nulls: bool = True,
@@ -313,7 +338,7 @@ def sum(
     memory_pool: lib.MemoryPool | None = None,
 ) -> _NumericScalarT: ...
 def tdigest(
-    array: NumericScalar | lib.NumericArray,
+    array: NumericScalar | NumericArray,
     /,
     q: float = 0.5,
     *,
@@ -325,7 +350,7 @@ def tdigest(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.DoubleArray: ...
 def variance(
-    array: NumericScalar | lib.NumericArray,
+    array: NumericScalar | NumericArray,
     /,
     *,
     ddof: int = 0,
@@ -867,8 +892,8 @@ def equal(
 ) -> lib.BooleanScalar: ...
 @overload
 def equal(
-    x: lib.Scalar | lib.Array,
-    y: lib.Scalar | lib.Array,
+    x: lib.Scalar | lib.Array | lib.ChunkedArray,
+    y: lib.Scalar | lib.Array | lib.ChunkedArray,
     /,
     *,
     memory_pool: lib.MemoryPool | None = None,
@@ -919,8 +944,8 @@ def and_(
 ) -> lib.BooleanScalar: ...
 @overload
 def and_(
-    x: lib.BooleanScalar | lib.BooleanArray,
-    y: lib.BooleanScalar | lib.BooleanArray,
+    x: lib.BooleanScalar | BooleanArray,
+    y: lib.BooleanScalar | BooleanArray,
     /,
     *,
     memory_pool: lib.MemoryPool | None = None,
@@ -1026,11 +1051,20 @@ def binary_length(
 ) -> lib.Int64Scalar: ...
 @overload
 def binary_length(
-    strings: lib.BinaryArray | lib.StringArray, /, *, memory_pool: lib.MemoryPool | None = None
+    strings: lib.BinaryArray
+    | lib.StringArray
+    | lib.ChunkedArray[lib.BinaryScalar]
+    | lib.ChunkedArray[lib.StringScalar],
+    /,
+    *,
+    memory_pool: lib.MemoryPool | None = None,
 ) -> lib.Int32Array: ...
 @overload
 def binary_length(
-    strings: lib.LargeBinaryArray | lib.LargeStringArray,
+    strings: lib.LargeBinaryArray
+    | lib.LargeStringArray
+    | lib.ChunkedArray[lib.LargeBinaryScalar]
+    | lib.ChunkedArray[lib.LargeStringScalar],
     /,
     *,
     memory_pool: lib.MemoryPool | None = None,
@@ -1180,11 +1214,14 @@ def utf8_length(
 ) -> lib.Int64Scalar: ...
 @overload
 def utf8_length(
-    strings: lib.StringArray, /, *, memory_pool: lib.MemoryPool | None = None
+    strings: lib.StringArray | lib.ChunkedArray[lib.StringScalar],
+    /,
+    *,
+    memory_pool: lib.MemoryPool | None = None,
 ) -> lib.Int32Array: ...
 @overload
 def utf8_length(
-    strings: lib.LargeStringArray,
+    strings: lib.LargeStringArray | lib.ChunkedArray[lib.LargeStringScalar],
     /,
     *,
     memory_pool: lib.MemoryPool | None = None,
@@ -1562,7 +1599,10 @@ def count_substring(
 ) -> lib.Int64Scalar: ...
 @overload
 def count_substring(
-    strings: lib.StringArray | lib.BinaryArray,
+    strings: lib.StringArray
+    | lib.BinaryArray
+    | lib.ChunkedArray[lib.StringScalar]
+    | lib.ChunkedArray[lib.BinaryScalar],
     /,
     pattern: str,
     *,
@@ -1572,7 +1612,10 @@ def count_substring(
 ) -> lib.Int32Array: ...
 @overload
 def count_substring(
-    strings: lib.LargeStringArray | lib.LargeBinaryArray,
+    strings: lib.LargeStringArray
+    | lib.LargeBinaryArray
+    | lib.ChunkedArray[lib.LargeStringScalar]
+    | lib.ChunkedArray[lib.LargeBinaryScalar],
     /,
     pattern: str,
     *,
@@ -1631,7 +1674,7 @@ find_substring_regex = _clone_signature(count_substring)
 def index_in(
     values: lib.Scalar,
     /,
-    value_set: lib.Array,
+    value_set: lib.Array | lib.ChunkedArray,
     *,
     skip_nulls: bool = False,
     options: SetLookupOptions | None = None,
@@ -1639,9 +1682,9 @@ def index_in(
 ) -> lib.Int32Scalar: ...
 @overload
 def index_in(
-    values: lib.Array,
+    values: lib.Array | lib.ChunkedArray,
     /,
-    value_set: lib.Array,
+    value_set: lib.Array | lib.ChunkedArray,
     *,
     skip_nulls: bool = False,
     options: SetLookupOptions | None = None,
@@ -1651,7 +1694,7 @@ def index_in(
 def index_in(
     values: Expression,
     /,
-    value_set: lib.Array,
+    value_set: lib.Array | lib.ChunkedArray,
     *,
     skip_nulls: bool = False,
     options: SetLookupOptions | None = None,
@@ -1661,7 +1704,7 @@ def index_in(
 def is_in(
     values: lib.Scalar,
     /,
-    value_set: lib.Array,
+    value_set: lib.Array | lib.ChunkedArray,
     *,
     skip_nulls: bool = False,
     options: SetLookupOptions | None = None,
@@ -1669,9 +1712,9 @@ def is_in(
 ) -> lib.BooleanScalar: ...
 @overload
 def is_in(
-    values: lib.Array,
+    values: lib.Array | lib.ChunkedArray,
     /,
-    value_set: lib.Array,
+    value_set: lib.Array | lib.ChunkedArray,
     *,
     skip_nulls: bool = False,
     options: SetLookupOptions | None = None,
@@ -1681,7 +1724,7 @@ def is_in(
 def is_in(
     values: Expression,
     /,
-    value_set: lib.Array,
+    value_set: lib.Array | lib.ChunkedArray,
     *,
     skip_nulls: bool = False,
     options: SetLookupOptions | None = None,
@@ -1721,7 +1764,7 @@ def is_null(
 ) -> lib.BooleanScalar: ...
 @overload
 def is_null(
-    values: lib.Array,
+    values: lib.Array | lib.ChunkedArray,
     /,
     *,
     nan_is_null: bool = False,
@@ -1743,7 +1786,7 @@ def is_valid(
 ) -> lib.BooleanScalar: ...
 @overload
 def is_valid(
-    values: lib.Array, /, *, memory_pool: lib.MemoryPool | None = None
+    values: lib.Array | lib.ChunkedArray, /, *, memory_pool: lib.MemoryPool | None = None
 ) -> lib.BooleanArray: ...
 @overload
 def is_valid(
@@ -1764,14 +1807,14 @@ def if_else(cond, left, right, /, *, memory_pool: lib.MemoryPool | None = None):
 
 @overload
 def list_value_length(
-    lists: lib.ListArray | lib.ListViewArray | lib.FixedSizeListArray,
+    lists: lib.ListArray | lib.ListViewArray | lib.FixedSizeListArray | lib.ChunkedArray,
     /,
     *,
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.Int32Array: ...
 @overload
 def list_value_length(
-    lists: lib.LargeListArray | lib.LargeListViewArray,
+    lists: lib.LargeListArray | lib.LargeListViewArray | lib.ChunkedArray,
     /,
     *,
     memory_pool: lib.MemoryPool | None = None,
@@ -1794,7 +1837,7 @@ def make_struct(
 ) -> lib.StructScalar: ...
 @overload
 def make_struct(
-    *args: lib.Array,
+    *args: lib.Array | lib.ChunkedArray,
     field_names: list[str] | tuple[str, ...] = (),
     field_nullability: bool | None = None,
     field_metadata: list[lib.KeyValueMetadata] | None = None,
@@ -1908,6 +1951,14 @@ def cast(
     memory_pool: lib.MemoryPool | None = None,
 ) -> lib.Array[lib.Scalar[_DataTypeT]]: ...
 @overload
+def cast(
+    arr: lib.ChunkedArray,
+    target_type: _DataTypeT,
+    safe: bool | None = None,
+    options: CastOptions | None = None,
+    memory_pool: lib.MemoryPool | None = None,
+) -> lib.ChunkedArray[lib.Scalar[_DataTypeT]]: ...
+@overload
 def strftime(
     timestamps: TemporalScalar,
     /,
@@ -2024,7 +2075,12 @@ def hour(
 ) -> lib.Int64Scalar: ...
 @overload
 def hour(
-    values: lib.TimestampArray | lib.Time32Array | lib.Time64Array,
+    values: lib.TimestampArray
+    | lib.Time32Array
+    | lib.Time64Array
+    | lib.ChunkedArray[lib.TimestampScalar]
+    | lib.ChunkedArray[lib.Time32Scalar]
+    | lib.ChunkedArray[lib.Time64Scalar],
     /,
     *,
     memory_pool: lib.MemoryPool | None = None,
@@ -2042,7 +2098,10 @@ def is_dst(
 ) -> lib.BooleanScalar: ...
 @overload
 def is_dst(
-    values: lib.TimestampArray, /, *, memory_pool: lib.MemoryPool | None = None
+    values: lib.TimestampArray | lib.ChunkedArray[lib.TimestampScalar],
+    /,
+    *,
+    memory_pool: lib.MemoryPool | None = None,
 ) -> lib.BooleanArray: ...
 @overload
 def is_dst(values: Expression, /, *, memory_pool: lib.MemoryPool | None = None) -> Expression: ...
@@ -2052,7 +2111,10 @@ def iso_week(
 ) -> lib.Int64Scalar: ...
 @overload
 def iso_week(
-    values: lib.TimestampArray, /, *, memory_pool: lib.MemoryPool | None = None
+    values: lib.TimestampArray | lib.ChunkedArray[lib.TimestampScalar],
+    /,
+    *,
+    memory_pool: lib.MemoryPool | None = None,
 ) -> lib.Int64Array: ...
 @overload
 def iso_week(
@@ -2070,7 +2132,12 @@ def is_leap_year(
 ) -> lib.BooleanScalar: ...
 @overload
 def is_leap_year(
-    values: lib.TimestampArray | lib.Date32Array | lib.Date64Array,
+    values: lib.TimestampArray
+    | lib.Date32Array
+    | lib.Date64Array
+    | lib.ChunkedArray[lib.TimestampScalar]
+    | lib.ChunkedArray[lib.Date32Scalar]
+    | lib.ChunkedArray[lib.Date64Scalar],
     /,
     *,
     memory_pool: lib.MemoryPool | None = None,
@@ -2108,7 +2175,7 @@ def week(
 ) -> lib.Int64Scalar: ...
 @overload
 def week(
-    values: lib.TimestampArray,
+    values: lib.TimestampArray | lib.ChunkedArray[lib.TimestampScalar],
     /,
     *,
     week_starts_monday: bool = True,
@@ -2188,7 +2255,7 @@ def assume_timezone(
 ) -> lib.TimestampScalar: ...
 @overload
 def assume_timezone(
-    timestamps: lib.TimestampArray,
+    timestamps: lib.TimestampArray | lib.ChunkedArray[lib.TimestampScalar],
     /,
     timezone: str,
     *,
@@ -2214,7 +2281,10 @@ def local_timestamp(
 ) -> lib.TimestampScalar: ...
 @overload
 def local_timestamp(
-    timestamps: lib.TimestampArray, /, *, memory_pool: lib.MemoryPool | None = None
+    timestamps: lib.TimestampArray | lib.ChunkedArray[lib.TimestampScalar],
+    /,
+    *,
+    memory_pool: lib.MemoryPool | None = None,
 ) -> lib.TimestampArray: ...
 @overload
 def local_timestamp(
@@ -2287,7 +2357,7 @@ def unique(array: _ArrayT, /, *, memory_pool: lib.MemoryPool | None = None) -> _
 def unique(array: Expression, /, *, memory_pool: lib.MemoryPool | None = None) -> Expression: ...
 @overload
 def value_counts(
-    array: lib.Array, /, *, memory_pool: lib.MemoryPool | None = None
+    array: lib.Array | lib.ChunkedArray, /, *, memory_pool: lib.MemoryPool | None = None
 ) -> lib.StructArray: ...
 @overload
 def value_counts(
@@ -2298,7 +2368,7 @@ def value_counts(
 @overload
 def array_filter(
     array: _ArrayT,
-    selection_filter: list[bool] | list[bool | None] | lib.BooleanArray,
+    selection_filter: list[bool] | list[bool | None] | BooleanArray,
     /,
     null_selection_behavior: Literal["drop", "emit_null"] = "drop",
     *,
@@ -2308,7 +2378,7 @@ def array_filter(
 @overload
 def array_filter(
     array: Expression,
-    selection_filter: list[bool] | list[bool | None] | lib.BooleanArray,
+    selection_filter: list[bool] | list[bool | None] | BooleanArray,
     /,
     null_selection_behavior: Literal["drop", "emit_null"] = "drop",
     *,
@@ -2318,7 +2388,14 @@ def array_filter(
 @overload
 def array_take(
     array: _ArrayT,
-    indices: list[int] | list[int | None] | lib.Int16Array | lib.Int32Array | lib.Int64Array,
+    indices: list[int]
+    | list[int | None]
+    | lib.Int16Array
+    | lib.Int32Array
+    | lib.Int64Array
+    | lib.ChunkedArray[lib.Int16Scalar]
+    | lib.ChunkedArray[lib.Int32Scalar]
+    | lib.ChunkedArray[lib.Int64Scalar],
     /,
     *,
     boundscheck: bool = True,
@@ -2328,7 +2405,14 @@ def array_take(
 @overload
 def array_take(
     array: Expression,
-    indices: list[int] | list[int | None] | lib.Int16Array | lib.Int32Array | lib.Int64Array,
+    indices: list[int]
+    | list[int | None]
+    | lib.Int16Array
+    | lib.Int32Array
+    | lib.Int64Array
+    | lib.ChunkedArray[lib.Int16Scalar]
+    | lib.ChunkedArray[lib.Int32Scalar]
+    | lib.ChunkedArray[lib.Int64Scalar],
     /,
     *,
     boundscheck: bool = True,
@@ -2368,7 +2452,7 @@ def indices_nonzero(
 # ========================= 3.5 Sorts and partitions  =========================
 @overload
 def array_sort_indices(
-    array: lib.Array,
+    array: lib.Array | lib.ChunkedArray,
     /,
     order: Literal["ascending", "descending"] = "ascending",
     *,
@@ -2388,7 +2472,7 @@ def array_sort_indices(
 ) -> Expression: ...
 @overload
 def partition_nth_indices(
-    array: lib.Array,
+    array: lib.Array | lib.ChunkedArray,
     /,
     pivot: int,
     *,
@@ -2407,7 +2491,7 @@ def partition_nth_indices(
     memory_pool: lib.MemoryPool | None = None,
 ) -> Expression: ...
 def rank(
-    input: lib.Array,
+    input: lib.Array | lib.ChunkedArray,
     /,
     sort_keys: Literal["ascending", "descending"] = "ascending",
     *,
@@ -2418,7 +2502,7 @@ def rank(
 ) -> lib.UInt64Array: ...
 @overload
 def select_k_unstable(
-    input: lib.Array,
+    input: lib.Array | lib.ChunkedArray,
     /,
     k: int,
     sort_keys: list[tuple[str, Literal["ascending", "descending"]]],
@@ -2537,7 +2621,7 @@ def fill_null_backward(values, /, *, memory_pool: lib.MemoryPool | None = None):
 def fill_null_forward(values, /, *, memory_pool: lib.MemoryPool | None = None): ...
 def replace_with_mask(
     values,
-    mask: list[bool] | list[bool | None] | lib.BooleanArray,
+    mask: list[bool] | list[bool | None] | BooleanArray,
     replacements,
     /,
     *,