diff --git a/pkgs/development/python-modules/azure-storage-file-datalake/default.nix b/pkgs/development/python-modules/azure-storage-file-datalake/default.nix
index 8ddc795d9180..97b1688542c8 100644
--- a/pkgs/development/python-modules/azure-storage-file-datalake/default.nix
+++ b/pkgs/development/python-modules/azure-storage-file-datalake/default.nix
@@ -1,28 +1,25 @@
 {
   lib,
-  buildPythonPackage,
-  fetchFromGitHub,
-  setuptools,
   azure-core,
   azure-storage-blob,
+  buildPythonPackage,
+  fetchPypi,
   isodate,
+  setuptools,
   typing-extensions,
 }:
 
 buildPythonPackage rec {
   pname = "azure-storage-file-datalake";
-  version = "12.17.0";
+  version = "12.21.0";
   pyproject = true;
 
-  src = fetchFromGitHub {
-    owner = "Azure";
-    repo = "azure-sdk-for-python";
-    tag = "azure-storage-file-datalake_${version}";
-    hash = "sha256-FT51a7yuSMLJSnMFK9N09Rc8p/uaoYCcj9WliSvY6UA=";
+  src = fetchPypi {
+    pname = "azure_storage_file_datalake";
+    inherit version;
+    hash = "sha256-tJzSFW6jJfb0So9mdNc8WUnprEjWSA+vkBspOYVfzdM=";
   };
 
-  sourceRoot = "${src.name}/sdk/storage/azure-storage-file-datalake";
-
   build-system = [ setuptools ];
 
   dependencies = [
@@ -38,15 +35,13 @@ buildPythonPackage rec {
 
   pythonImportsCheck = [ "azure.storage.filedatalake" ];
 
-  # require devtools_testutils which is a internal package for azure-sdk
+  # Tests are only available in mono repo
   doCheck = false;
 
-  # multiple packages in a singel repo, and the updater picks the wrong tag
-  passthru.skipBulkUpdate = true;
-
   meta = {
     description = "Microsoft Azure File DataLake Storage Client Library for Python";
     homepage = "https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/storage/azure-storage-file-datalake";
+    changelog = "https://github.com/Azure/azure-sdk-for-python/blob/azure-storage-file-datalake_${version}/sdk/storage/azure-storage-file-datalake/CHANGELOG.md";
     license = lib.licenses.mit;
     maintainers = [ ];
   };