diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f57423eb7..00189783f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -9,11 +9,10 @@ repos:
             types: [text]
             types_or: [python, cython]
     - repo: https://github.com/ambv/black
-      rev: 19.10b0
+      rev: 22.3.0
       hooks:
           - id: black
-            additional_dependencies:
-              - click==8.0.4
+            args: ["--config=python/pyproject.toml"]
     - repo: https://gitlab.com/pycqa/flake8
       rev: 3.8.3
       hooks:
diff --git a/ci/checks/style.sh b/ci/checks/style.sh
index eb41bc6b5..cec606871 100644
--- a/ci/checks/style.sh
+++ b/ci/checks/style.sh
@@ -19,7 +19,7 @@ ISORT=`isort --check-only python --settings-path=python/setup.cfg `
 ISORT_RETVAL=$?
 
 # Run black and get results/return code
-BLACK=`black --check python`
+BLACK=`black --config python/pyproject.toml --check python`
 BLACK_RETVAL=$?
 
 # Run flake8 and get results/return code
diff --git a/conda/environments/rmm_dev_cuda11.5.yml b/conda/environments/rmm_dev_cuda11.5.yml
index 55558f015..40fd1f10c 100644
--- a/conda/environments/rmm_dev_cuda11.5.yml
+++ b/conda/environments/rmm_dev_cuda11.5.yml
@@ -5,11 +5,10 @@ channels:
 dependencies:
 - clang=11.1.0
 - clang-tools=11.1.0
-- click=8.0.4
 - cmake>=3.20.1,<3.23
 - cmake-format=0.6.11
 - flake8=3.8.3
-- black=19.10
+- black=22.3.0
 - isort=5.6.4
 - python>=3.8,<3.10
 - numba>=0.49
diff --git a/conda/environments/rmm_dev_cuda11.6.yml b/conda/environments/rmm_dev_cuda11.6.yml
index fff6f926a..50b116329 100644
--- a/conda/environments/rmm_dev_cuda11.6.yml
+++ b/conda/environments/rmm_dev_cuda11.6.yml
@@ -5,11 +5,10 @@ channels:
 dependencies:
 - clang=11.1.0
 - clang-tools=11.1.0
-- click=8.0.4
 - cmake>=3.20.1,<3.23
 - cmake-format=0.6.11
 - flake8=3.8.3
-- black=19.10
+- black=22.3.0
 - isort=5.6.4
 - python>=3.8,<3.10
 - numba>=0.49
diff --git a/python/rmm/rmm.py b/python/rmm/rmm.py
index 9c57c6ac6..f77df659a 100644
--- a/python/rmm/rmm.py
+++ b/python/rmm/rmm.py
@@ -137,7 +137,8 @@ def get_ipc_handle(self, memory):
         start, end = cuda.cudadrv.driver.device_extents(memory)
         ipchandle = (ctypes.c_byte * 64)()  # IPC handle is 64 bytes
         cuda.cudadrv.driver.driver.cuIpcGetMemHandle(
-            ctypes.byref(ipchandle), start,
+            ctypes.byref(ipchandle),
+            start,
         )
         source_info = cuda.current_context().device.get_device_identity()
         offset = memory.handle.value - start
diff --git a/python/rmm/tests/test_rmm.py b/python/rmm/tests/test_rmm.py
index c82c306c7..409ed6b72 100644
--- a/python/rmm/tests/test_rmm.py
+++ b/python/rmm/tests/test_rmm.py
@@ -526,7 +526,8 @@ def test_mr_upstream_lifetime():
 
 
 @pytest.mark.skipif(
-    not _CUDAMALLOC_ASYNC_SUPPORTED, reason="cudaMallocAsync not supported",
+    not _CUDAMALLOC_ASYNC_SUPPORTED,
+    reason="cudaMallocAsync not supported",
 )
 @pytest.mark.parametrize("dtype", _dtypes)
 @pytest.mark.parametrize("nelem", _nelems)
@@ -539,7 +540,8 @@ def test_cuda_async_memory_resource(dtype, nelem, alloc):
 
 
 @pytest.mark.skipif(
-    not _CUDAMALLOC_ASYNC_SUPPORTED, reason="cudaMallocAsync not supported",
+    not _CUDAMALLOC_ASYNC_SUPPORTED,
+    reason="cudaMallocAsync not supported",
 )
 @pytest.mark.parametrize("nelems", _nelems)
 def test_cuda_async_memory_resource_stream(nelems):
@@ -555,7 +557,8 @@ def test_cuda_async_memory_resource_stream(nelems):
 
 
 @pytest.mark.skipif(
-    not _CUDAMALLOC_ASYNC_SUPPORTED, reason="cudaMallocAsync not supported",
+    not _CUDAMALLOC_ASYNC_SUPPORTED,
+    reason="cudaMallocAsync not supported",
 )
 @pytest.mark.parametrize("nelem", _nelems)
 @pytest.mark.parametrize("alloc", _allocs)