diff --git a/cpp/include/cudf/io/datasource.hpp b/cpp/include/cudf/io/datasource.hpp
index 93f68d43aff..712ffc97239 100644
--- a/cpp/include/cudf/io/datasource.hpp
+++ b/cpp/include/cudf/io/datasource.hpp
@@ -340,6 +340,10 @@ class arrow_io_source : public datasource {
    *
    * @param Apache Arrow Filesystem URI
    */
+
+  arrow_io_source()  = default;
+  ~arrow_io_source() = default;
+
   explicit arrow_io_source(std::string_view arrow_uri)
   {
     const std::string uri_start_delimiter = "//";
diff --git a/python/cudf/cudf/_lib/cpp/io/types.pxd b/python/cudf/cudf/_lib/cpp/io/types.pxd
index 721d90f1f5b..4817cba9d74 100644
--- a/python/cudf/cudf/_lib/cpp/io/types.pxd
+++ b/python/cudf/cudf/_lib/cpp/io/types.pxd
@@ -119,3 +119,8 @@ cdef extern from "cudf/io/datasource.hpp" \
 
     cdef cppclass datasource:
         pass
+
+    cdef cppclass arrow_io_source(datasource):
+        arrow_io_source() except +
+        arrow_io_source(string arrow_uri) except +
+        arrow_io_source(shared_ptr[CRandomAccessFile]) except +
diff --git a/python/cudf/cudf/_lib/csv.pyx b/python/cudf/cudf/_lib/csv.pyx
index be89bc0d17a..b9aed0b3b77 100644
--- a/python/cudf/cudf/_lib/csv.pyx
+++ b/python/cudf/cudf/_lib/csv.pyx
@@ -51,6 +51,8 @@ from cudf._lib.table cimport (
 )
 from cudf._lib.utils cimport data_from_unique_ptr
 
+from pyarrow.lib import NativeFile
+
 ctypedef int32_t underlying_type_t_compression
 
 
@@ -394,7 +396,8 @@ def read_csv(
     """
 
     if not isinstance(datasource, (BytesIO, StringIO, bytes,
-                                   cudf._lib.io.datasource.Datasource)):
+                                   cudf._lib.io.datasource.Datasource,
+                                   NativeFile)):
         if not os.path.isfile(datasource):
             raise FileNotFoundError(
                 errno.ENOENT, os.strerror(errno.ENOENT), datasource
diff --git a/python/cudf/cudf/_lib/io/datasource.pxd b/python/cudf/cudf/_lib/io/datasource.pxd
index 705a3600f68..66aaad4a09b 100644
--- a/python/cudf/cudf/_lib/io/datasource.pxd
+++ b/python/cudf/cudf/_lib/io/datasource.pxd
@@ -1,10 +1,11 @@
 # Copyright (c) 2020, NVIDIA CORPORATION.
 
-from libcpp.memory cimport unique_ptr
-
-from cudf._lib.cpp.io.types cimport datasource
+from cudf._lib.cpp.io.types cimport arrow_io_source, datasource
 
 
 cdef class Datasource:
-
     cdef datasource* get_datasource(self) nogil except *
+
+cdef class NativeFileDatasource(Datasource):
+    cdef arrow_io_source c_datasource
+    cdef datasource* get_datasource(self) nogil
diff --git a/python/cudf/cudf/_lib/io/datasource.pyx b/python/cudf/cudf/_lib/io/datasource.pyx
index ddfd9a3540a..72d64bb9ad2 100644
--- a/python/cudf/cudf/_lib/io/datasource.pyx
+++ b/python/cudf/cudf/_lib/io/datasource.pyx
@@ -1,8 +1,11 @@
 # Copyright (c) 2020, NVIDIA CORPORATION.
 
-from libcpp.memory cimport unique_ptr
+from libcpp.memory cimport shared_ptr
+from libcpp.utility cimport move
+from pyarrow.includes.libarrow cimport CRandomAccessFile
+from pyarrow.lib cimport NativeFile
 
-from cudf._lib.cpp.io.types cimport datasource
+from cudf._lib.cpp.io.types cimport arrow_io_source, datasource, source_info
 
 
 cdef class Datasource:
@@ -10,3 +13,16 @@ cdef class Datasource:
         with gil:
             raise NotImplementedError("get_datasource() should not "
                                       + "be directly invoked here")
+
+cdef class NativeFileDatasource(Datasource):
+
+    def __cinit__(self, NativeFile native_file,):
+
+        cdef shared_ptr[CRandomAccessFile] ra_src
+        cdef arrow_io_source arrow_src
+
+        ra_src = native_file.get_random_access_file()
+        self.c_datasource = arrow_io_source(ra_src)
+
+    cdef datasource* get_datasource(self) nogil:
+        return <datasource *> &(self.c_datasource)
diff --git a/python/cudf/cudf/_lib/io/utils.pyx b/python/cudf/cudf/_lib/io/utils.pyx
index 8e45011228a..67adad63d42 100644
--- a/python/cudf/cudf/_lib/io/utils.pyx
+++ b/python/cudf/cudf/_lib/io/utils.pyx
@@ -8,9 +8,12 @@ from libcpp.pair cimport pair
 from libcpp.string cimport string
 from libcpp.utility cimport move
 from libcpp.vector cimport vector
+from pyarrow.includes.libarrow cimport CRandomAccessFile
+from pyarrow.lib cimport NativeFile
 
 from cudf._lib.column cimport Column
 from cudf._lib.cpp.io.types cimport (
+    arrow_io_source,
     column_name_info,
     data_sink,
     datasource,
@@ -19,13 +22,15 @@ from cudf._lib.cpp.io.types cimport (
     sink_info,
     source_info,
 )
-from cudf._lib.io.datasource cimport Datasource
+from cudf._lib.io.datasource cimport Datasource, NativeFileDatasource
 
 import codecs
 import errno
 import io
 import os
 
+from pyarrow.lib import NativeFile
+
 import cudf
 from cudf.api.types import is_struct_dtype
 
@@ -35,7 +40,6 @@ from cudf.api.types import is_struct_dtype
 cdef source_info make_source_info(list src) except*:
     if not src:
         raise ValueError("Need to pass at least one source")
-
     cdef const unsigned char[::1] c_buffer
     cdef vector[host_buffer] c_host_buffers
     cdef vector[string] c_files
@@ -60,6 +64,9 @@ cdef source_info make_source_info(list src) except*:
     elif isinstance(src[0], Datasource):
         csrc = src[0]
         return source_info(csrc.get_datasource())
+    elif isinstance(src[0], NativeFile):
+        csrc = NativeFileDatasource(src[0])
+        return source_info(csrc.get_datasource())
     elif isinstance(src[0], (int, float, complex, basestring, os.PathLike)):
         # If source is a file, return source_info where type=FILEPATH
         if not all(os.path.isfile(file) for file in src):
diff --git a/python/cudf/cudf/io/csv.py b/python/cudf/cudf/io/csv.py
index 966ede655c6..565a109eb79 100644
--- a/python/cudf/cudf/io/csv.py
+++ b/python/cudf/cudf/io/csv.py
@@ -3,6 +3,7 @@
 from io import BytesIO, StringIO
 
 from nvtx import annotate
+from pyarrow.lib import NativeFile
 
 import cudf
 from cudf import _lib as libcudf
@@ -60,7 +61,7 @@ def read_csv(
     filepath_or_buffer, compression = ioutils.get_filepath_or_buffer(
         path_or_data=filepath_or_buffer,
         compression=compression,
-        iotypes=(BytesIO, StringIO),
+        iotypes=(BytesIO, StringIO, NativeFile),
         byte_ranges=[byte_range] if byte_range else None,
         clip_local_buffer=True if byte_range else False,
         **kwargs,
diff --git a/python/cudf/cudf/utils/ioutils.py b/python/cudf/cudf/utils/ioutils.py
index e23318eb999..a7105f3f35b 100644
--- a/python/cudf/cudf/utils/ioutils.py
+++ b/python/cudf/cudf/utils/ioutils.py
@@ -11,6 +11,7 @@
 import numpy as np
 import pandas as pd
 from fsspec.core import get_fs_token_paths
+from pyarrow.lib import NativeFile
 
 from cudf.utils.docutils import docfmt_partial
 
@@ -1180,7 +1181,7 @@ def get_filepath_or_buffer(
     compression,
     mode="rb",
     fs=None,
-    iotypes=(BytesIO,),
+    iotypes=(BytesIO, NativeFile),
     **kwargs,
 ):
     """Return either a filepath string to data, or a memory buffer of data.