From 5697a4b372cd2a3f83e6c6f29d15d13d227c9333 Mon Sep 17 00:00:00 2001
From: Tim Paine <3105306+timkpaine@users.noreply.github.com>
Date: Sat, 13 Jul 2024 13:39:12 -0400
Subject: [PATCH] apply isort

Signed-off-by: Tim Paine <3105306+timkpaine@users.noreply.github.com>
---
 Makefile                                              | 2 --
 csp/__init__.py                                       | 6 +++++-
 csp/adapters/db.py                                    | 4 +++-
 csp/adapters/output_adapters/parquet.py               | 8 +++++---
 csp/adapters/output_adapters/parquet_utility_nodes.py | 3 ++-
 csp/adapters/parquet.py                               | 6 ++++--
 csp/adapters/perspective.py                           | 5 ++++-
 csp/baselib.py                                        | 5 +++--
 csp/curve.py                                          | 5 +++--
 csp/impl/pandas.py                                    | 3 ++-
 csp/impl/pandas_accessor.py                           | 5 +++--
 csp/impl/pandas_ext_type.py                           | 9 +++++----
 csp/impl/pandas_perspective.py                        | 5 +++--
 csp/impl/struct.py                                    | 3 ++-
 csp/impl/types/container_type_normalizer.py           | 3 ++-
 csp/impl/types/instantiation_type_resolver.py         | 3 ++-
 csp/impl/types/typing_utils.py                        | 3 ++-
 csp/impl/wiring/numba_utils/datetime_extension.py     | 1 +
 csp/impl/wiring/numba_utils/numba_type_resolver.py    | 3 ++-
 csp/impl/wiring/runtime.py                            | 3 ++-
 csp/math.py                                           | 3 ++-
 csp/profiler.py                                       | 3 ++-
 csp/random.py                                         | 3 ++-
 csp/stats.py                                          | 3 ++-
 csp/tests/adapters/test_db.py                         | 5 +++--
 csp/tests/adapters/test_kafka.py                      | 3 ++-
 csp/tests/adapters/test_numpy.py                      | 3 ++-
 csp/tests/adapters/test_parquet.py                    | 9 +++++----
 csp/tests/adapters/test_slack.py                      | 3 ++-
 csp/tests/adapters/test_status.py                     | 3 ++-
 csp/tests/adapters/test_websocket.py                  | 3 ++-
 csp/tests/impl/test_enum.py                           | 3 ++-
 csp/tests/impl/test_pandas.py                         | 3 ++-
 csp/tests/impl/test_pandas_accessor.py                | 5 +++--
 csp/tests/impl/test_pandas_ext_type.py                | 5 +++--
 csp/tests/impl/test_pandas_perspective.py             | 5 +++--
 csp/tests/impl/test_struct.py                         | 5 +++--
 csp/tests/test_baselib.py                             | 3 ++-
 csp/tests/test_baskets.py                             | 3 ++-
 csp/tests/test_curve.py                               | 3 ++-
 csp/tests/test_dynamic.py                             | 3 ++-
 csp/tests/test_engine.py                              | 5 +++--
 csp/tests/test_examples.py                            | 3 ++-
 csp/tests/test_history.py                             | 5 +++--
 csp/tests/test_math.py                                | 3 ++-
 csp/tests/test_profiler.py                            | 7 ++++---
 csp/tests/test_random.py                              | 3 ++-
 csp/tests/test_stats.py                               | 7 ++++---
 csp/tests/test_type_checking.py                       | 3 ++-
 csp/typing.py                                         | 3 ++-
 csp/utils/csp_watch_profile.py                        | 3 ++-
 examples/02_intermediate/e3_numpy_stats.py            | 3 ++-
 examples/05_cpp/1_cpp_node/setup.py                   | 1 +
 examples/05_cpp/2_cpp_node_with_struct/setup.py       | 1 +
 examples/06_advanced/e2_pandas_extension.py           | 5 +++--
 setup.py                                              | 1 +
 56 files changed, 139 insertions(+), 78 deletions(-)

diff --git a/Makefile b/Makefile
index 5521e6210..3563d6fa5 100644
--- a/Makefile
+++ b/Makefile
@@ -35,7 +35,6 @@ install:  ## install library
 .PHONY: lint-py lint-cpp lint lints fix-py fix-cpp fix format check checks
 
 lint-py:
-	python -m isort --check csp/ examples/ setup.py
 	python -m ruff check csp/ examples/ setup.py
 	python -m ruff format --check csp/ examples/ setup.py
 
@@ -54,7 +53,6 @@ lint: lint-py lint-docs ## run lints
 lints: lint
 
 fix-py:
-	python -m isort csp/ examples/ setup.py
 	python -m ruff check --fix csp/ examples/ setup.py
 	python -m ruff format csp/ examples/ setup.py
 
diff --git a/csp/__init__.py b/csp/__init__.py
index a223dc7aa..9b0d6b6c8 100644
--- a/csp/__init__.py
+++ b/csp/__init__.py
@@ -11,7 +11,11 @@
 from csp.impl.mem_cache import csp_memoized, memoize
 from csp.impl.struct import Struct
 from csp.impl.types.common_definitions import OutputBasket, Outputs, OutputTypeError, PushMode
-from csp.impl.types.tstype import AttachType as attach, DynamicBasket, SnapKeyType as snapkey, SnapType as snap, ts
+from csp.impl.types.tstype import AttachType as attach
+from csp.impl.types.tstype import DynamicBasket
+from csp.impl.types.tstype import SnapKeyType as snapkey
+from csp.impl.types.tstype import SnapType as snap
+from csp.impl.types.tstype import ts
 from csp.impl.wiring import (
     CspParseError,
     DelayedEdge,
diff --git a/csp/adapters/db.py b/csp/adapters/db.py
index d4529bc26..0dec3bbd9 100644
--- a/csp/adapters/db.py
+++ b/csp/adapters/db.py
@@ -8,8 +8,10 @@
 except ImportError:
     from backports import zoneinfo
 
+from importlib.metadata import PackageNotFoundError
+from importlib.metadata import version as get_package_version
+
 import pytz
-from importlib.metadata import PackageNotFoundError, version as get_package_version
 from packaging import version
 
 from csp import PushMode, ts
diff --git a/csp/adapters/output_adapters/parquet.py b/csp/adapters/output_adapters/parquet.py
index 1d6f8a183..65368027f 100644
--- a/csp/adapters/output_adapters/parquet.py
+++ b/csp/adapters/output_adapters/parquet.py
@@ -1,9 +1,11 @@
-import numpy
 import os
-from importlib.metadata import PackageNotFoundError, version as get_package_version
-from packaging import version
+from importlib.metadata import PackageNotFoundError
+from importlib.metadata import version as get_package_version
 from typing import Callable, Dict, Optional, TypeVar
 
+import numpy
+from packaging import version
+
 import csp
 from csp.impl.struct import Struct
 from csp.impl.types.container_type_normalizer import ContainerTypeNormalizer
diff --git a/csp/adapters/output_adapters/parquet_utility_nodes.py b/csp/adapters/output_adapters/parquet_utility_nodes.py
index 7d1028e2f..1a856d415 100644
--- a/csp/adapters/output_adapters/parquet_utility_nodes.py
+++ b/csp/adapters/output_adapters/parquet_utility_nodes.py
@@ -1,6 +1,7 @@
-import numpy
 import typing
 
+import numpy
+
 import csp
 
 T = typing.TypeVar("T")
diff --git a/csp/adapters/parquet.py b/csp/adapters/parquet.py
index e88fcfeaa..4fed8970c 100644
--- a/csp/adapters/parquet.py
+++ b/csp/adapters/parquet.py
@@ -1,11 +1,13 @@
 import datetime
 import io
+from importlib.metadata import PackageNotFoundError
+from importlib.metadata import version as get_package_version
+from typing import TypeVar
+
 import numpy
 import pyarrow
 import pyarrow.parquet
-from importlib.metadata import PackageNotFoundError, version as get_package_version
 from packaging import version
-from typing import TypeVar
 
 import csp
 from csp.adapters.output_adapters.parquet import ParquetOutputConfig, ParquetWriter, resolve_array_shape_column_name
diff --git a/csp/adapters/perspective.py b/csp/adapters/perspective.py
index 0075b6015..21396e524 100644
--- a/csp/adapters/perspective.py
+++ b/csp/adapters/perspective.py
@@ -15,7 +15,10 @@
 
 
 try:
-    from perspective import PerspectiveManager, Table as Table_, View as View_, __version__, set_threadpool_size
+    from perspective import PerspectiveManager
+    from perspective import Table as Table_
+    from perspective import View as View_
+    from perspective import __version__, set_threadpool_size
 
     MAJOR, MINOR, PATCH = map(int, __version__.split("."))
     if (MAJOR, MINOR, PATCH) < (0, 6, 2):
diff --git a/csp/baselib.py b/csp/baselib.py
index bf620fb2c..d1e9e96e8 100644
--- a/csp/baselib.py
+++ b/csp/baselib.py
@@ -2,13 +2,14 @@
 import contextlib
 import logging
 import math
-import numpy as np
-import pytz
 import queue
 import threading
 import typing
 from datetime import datetime, timedelta
 
+import numpy as np
+import pytz
+
 import csp
 from csp.impl.__cspimpl import _cspimpl
 from csp.impl.constants import UNSET
diff --git a/csp/curve.py b/csp/curve.py
index d4b149db3..3f4844e9b 100644
--- a/csp/curve.py
+++ b/csp/curve.py
@@ -1,9 +1,10 @@
 import copy
-import numpy as np
-import pytz
 import typing
 from datetime import timedelta
 
+import numpy as np
+import pytz
+
 from csp import null_ts
 from csp.impl.__cspimpl import _cspimpl
 from csp.impl.pulladapter import PullInputAdapter
diff --git a/csp/impl/pandas.py b/csp/impl/pandas.py
index c6c9f427c..00498e704 100644
--- a/csp/impl/pandas.py
+++ b/csp/impl/pandas.py
@@ -1,6 +1,7 @@
-import pandas
 from datetime import timedelta
 
+import pandas
+
 import csp
 from csp import ts
 
diff --git a/csp/impl/pandas_accessor.py b/csp/impl/pandas_accessor.py
index 13445c4b8..958b462f5 100644
--- a/csp/impl/pandas_accessor.py
+++ b/csp/impl/pandas_accessor.py
@@ -1,9 +1,10 @@
+from datetime import datetime, timedelta
+from typing import Dict, List, TypeVar, Union
+
 import numpy as np
 import pandas as pd
-from datetime import datetime, timedelta
 from pandas.api.extensions import register_dataframe_accessor, register_series_accessor
 from pandas.core.arrays import ExtensionArray
-from typing import Dict, List, TypeVar, Union
 
 import csp
 from csp import ts
diff --git a/csp/impl/pandas_ext_type.py b/csp/impl/pandas_ext_type.py
index 47e9a96d4..11e3d8ddc 100644
--- a/csp/impl/pandas_ext_type.py
+++ b/csp/impl/pandas_ext_type.py
@@ -1,15 +1,16 @@
 import copy
 import functools
-import numpy as np
 import operator
-import pandas as pd
 import re
+from pydoc import locate
+from typing import Any, List, Type, TypeVar, Union, cast
+
+import numpy as np
+import pandas as pd
 from pandas.api.types import is_integer, is_list_like
 from pandas.core.arrays import ExtensionArray, ExtensionScalarOpsMixin, IntervalArray
 from pandas.core.dtypes.dtypes import PandasExtensionDtype, register_extension_dtype
 from pandas.core.indexers import check_array_indexer
-from pydoc import locate
-from typing import Any, List, Type, TypeVar, Union, cast
 
 import csp
 from csp.impl.types.tstype import TsType, isTsType, ts
diff --git a/csp/impl/pandas_perspective.py b/csp/impl/pandas_perspective.py
index 92b4f4e9d..769b639fe 100644
--- a/csp/impl/pandas_perspective.py
+++ b/csp/impl/pandas_perspective.py
@@ -1,8 +1,9 @@
+from datetime import datetime, timedelta
+from typing import Optional
+
 import pandas as pd
 import pytz
-from datetime import datetime, timedelta
 from pandas.compat import set_function_name
-from typing import Optional
 
 import csp
 import csp.impl.pandas_accessor  # To ensure that the csp accessors are registered
diff --git a/csp/impl/struct.py b/csp/impl/struct.py
index 502df68fc..e1ed70394 100644
--- a/csp/impl/struct.py
+++ b/csp/impl/struct.py
@@ -1,7 +1,8 @@
 import io
-import ruamel.yaml
 import typing
 from copy import deepcopy
+
+import ruamel.yaml
 from deprecated import deprecated
 
 import csp
diff --git a/csp/impl/types/container_type_normalizer.py b/csp/impl/types/container_type_normalizer.py
index b4bb4a327..374703941 100644
--- a/csp/impl/types/container_type_normalizer.py
+++ b/csp/impl/types/container_type_normalizer.py
@@ -1,6 +1,7 @@
-import numpy
 import typing
 
+import numpy
+
 import csp.typing
 from csp.impl.types.typing_utils import CspTypingUtils, FastList
 
diff --git a/csp/impl/types/instantiation_type_resolver.py b/csp/impl/types/instantiation_type_resolver.py
index 3e1e06343..de3019499 100644
--- a/csp/impl/types/instantiation_type_resolver.py
+++ b/csp/impl/types/instantiation_type_resolver.py
@@ -1,9 +1,10 @@
 import collections
 import inspect
-import numpy
 import typing
 from abc import ABCMeta, abstractmethod
 
+import numpy
+
 import csp.typing
 from csp.impl.types import tstype
 from csp.impl.types.common_definitions import ArgKind, BasketKind, InputDef, OutputDef
diff --git a/csp/impl/types/typing_utils.py b/csp/impl/types/typing_utils.py
index 30d0ad834..57127866a 100644
--- a/csp/impl/types/typing_utils.py
+++ b/csp/impl/types/typing_utils.py
@@ -1,7 +1,8 @@
 # utils for dealing with typing types
-import numpy
 import typing
 
+import numpy
+
 import csp.typing
 
 T = typing.TypeVar("T")
diff --git a/csp/impl/wiring/numba_utils/datetime_extension.py b/csp/impl/wiring/numba_utils/datetime_extension.py
index b1668d534..739cd1b0b 100644
--- a/csp/impl/wiring/numba_utils/datetime_extension.py
+++ b/csp/impl/wiring/numba_utils/datetime_extension.py
@@ -7,6 +7,7 @@
 """
 
 import datetime
+
 import numba
 
 from csp.impl.wiring.numba_utils.csp_cpp_numba_interface import C as csp_c
diff --git a/csp/impl/wiring/numba_utils/numba_type_resolver.py b/csp/impl/wiring/numba_utils/numba_type_resolver.py
index 290cf78e6..670642200 100644
--- a/csp/impl/wiring/numba_utils/numba_type_resolver.py
+++ b/csp/impl/wiring/numba_utils/numba_type_resolver.py
@@ -1,7 +1,8 @@
 import datetime
-import numba
 import typing
 
+import numba
+
 from csp.impl.types.typing_utils import CspTypingUtils
 from csp.impl.wiring.numba_utils import datetime_extension
 
diff --git a/csp/impl/wiring/runtime.py b/csp/impl/wiring/runtime.py
index e8d173057..a14388d71 100644
--- a/csp/impl/wiring/runtime.py
+++ b/csp/impl/wiring/runtime.py
@@ -1,9 +1,10 @@
-import pytz
 import threading
 import time
 from collections import deque
 from datetime import datetime, timedelta
 
+import pytz
+
 from csp.impl.__cspimpl import _cspimpl
 from csp.impl.error_handling import ExceptionContext
 from csp.impl.wiring.adapters import _graph_return_adapter
diff --git a/csp/math.py b/csp/math.py
index aeca33e02..76e329bcf 100644
--- a/csp/math.py
+++ b/csp/math.py
@@ -1,8 +1,9 @@
 import math
-import numpy as np
 import typing
 from functools import lru_cache
 
+import numpy as np
+
 import csp
 from csp.impl.types.tstype import ts
 from csp.impl.wiring import node
diff --git a/csp/profiler.py b/csp/profiler.py
index 39a8adcf3..aa056831f 100644
--- a/csp/profiler.py
+++ b/csp/profiler.py
@@ -1,6 +1,5 @@
 import base64
 import gc
-import numpy as np
 import pickle
 import sys
 import threading
@@ -11,6 +10,8 @@
 from functools import reduce
 from io import BytesIO
 
+import numpy as np
+
 import csp
 from csp.impl.genericpushadapter import GenericPushAdapter
 from csp.impl.struct import Struct
diff --git a/csp/random.py b/csp/random.py
index f5d749dff..e9411d86f 100644
--- a/csp/random.py
+++ b/csp/random.py
@@ -1,7 +1,8 @@
-import numpy as np
 from datetime import timedelta
 from typing import TypeVar
 
+import numpy as np
+
 import csp
 from csp import ts
 from csp.stats import numpy_to_list
diff --git a/csp/stats.py b/csp/stats.py
index 3b30f68bb..cfac5b823 100644
--- a/csp/stats.py
+++ b/csp/stats.py
@@ -1,8 +1,9 @@
-import numpy as np
 import typing
 from datetime import datetime, timedelta
 from typing import List, TypeVar
 
+import numpy as np
+
 import csp
 from csp import ts
 from csp.lib import _cspnpstatsimpl, _cspstatsimpl
diff --git a/csp/tests/adapters/test_db.py b/csp/tests/adapters/test_db.py
index 87c247cf3..dd7fcd295 100644
--- a/csp/tests/adapters/test_db.py
+++ b/csp/tests/adapters/test_db.py
@@ -1,9 +1,10 @@
 import os
-import pytz
-import sqlalchemy as db
 import unittest
 from datetime import date, datetime, time
 
+import pytz
+import sqlalchemy as db
+
 import csp
 from csp.adapters.db import _SQLALCHEMY_2, DateTimeAccessor, DBReader, EngineStartTimeAccessor, TimestampAccessor
 
diff --git a/csp/tests/adapters/test_kafka.py b/csp/tests/adapters/test_kafka.py
index 36d67614c..06b9519e1 100644
--- a/csp/tests/adapters/test_kafka.py
+++ b/csp/tests/adapters/test_kafka.py
@@ -1,7 +1,8 @@
 import os
-import pytest
 from datetime import datetime, timedelta
 
+import pytest
+
 import csp
 from csp import ts
 from csp.adapters.kafka import (
diff --git a/csp/tests/adapters/test_numpy.py b/csp/tests/adapters/test_numpy.py
index 3be989737..8854f159e 100644
--- a/csp/tests/adapters/test_numpy.py
+++ b/csp/tests/adapters/test_numpy.py
@@ -1,7 +1,8 @@
-import numpy as np
 import unittest
 from datetime import datetime, timedelta
 
+import numpy as np
+
 import csp
 
 
diff --git a/csp/tests/adapters/test_parquet.py b/csp/tests/adapters/test_parquet.py
index 87590e30b..6d18b3e4a 100644
--- a/csp/tests/adapters/test_parquet.py
+++ b/csp/tests/adapters/test_parquet.py
@@ -1,14 +1,15 @@
 import math
-import numpy
 import os
+import tempfile
+import unittest
+from datetime import datetime, timedelta
+
+import numpy
 import pandas
 import polars
 import pyarrow
 import pyarrow.parquet
 import pytz
-import tempfile
-import unittest
-from datetime import datetime, timedelta
 
 import csp
 from csp.adapters.output_adapters.parquet import ParquetOutputConfig
diff --git a/csp/tests/adapters/test_slack.py b/csp/tests/adapters/test_slack.py
index a05feb892..167ffa499 100644
--- a/csp/tests/adapters/test_slack.py
+++ b/csp/tests/adapters/test_slack.py
@@ -1,8 +1,9 @@
-import pytest
 from datetime import timedelta
 from ssl import create_default_context
 from unittest.mock import MagicMock, call, patch
 
+import pytest
+
 import csp
 from csp import ts
 from csp.adapters.slack import SlackAdapterManager, SlackMessage, mention_user
diff --git a/csp/tests/adapters/test_status.py b/csp/tests/adapters/test_status.py
index 66cd41dd6..23c924df6 100644
--- a/csp/tests/adapters/test_status.py
+++ b/csp/tests/adapters/test_status.py
@@ -1,7 +1,8 @@
 import os
-import pytest
 from datetime import datetime, timedelta
 
+import pytest
+
 import csp
 from csp import ts
 from csp.adapters.kafka import DateTimeType, JSONTextMessageMapper, KafkaStatusMessageType
diff --git a/csp/tests/adapters/test_websocket.py b/csp/tests/adapters/test_websocket.py
index bd2c6b6ba..49dc1b221 100644
--- a/csp/tests/adapters/test_websocket.py
+++ b/csp/tests/adapters/test_websocket.py
@@ -1,9 +1,10 @@
 import os
-import pytz
 import threading
 import unittest
 from datetime import datetime, timedelta
 
+import pytz
+
 import csp
 from csp import ts
 
diff --git a/csp/tests/impl/test_enum.py b/csp/tests/impl/test_enum.py
index 427cf2365..cc17607c3 100644
--- a/csp/tests/impl/test_enum.py
+++ b/csp/tests/impl/test_enum.py
@@ -1,7 +1,8 @@
-import _pickle
 import unittest
 from datetime import datetime, timedelta
 
+import _pickle
+
 import csp
 from csp import ts
 
diff --git a/csp/tests/impl/test_pandas.py b/csp/tests/impl/test_pandas.py
index ae9d6e592..715a3f4a7 100644
--- a/csp/tests/impl/test_pandas.py
+++ b/csp/tests/impl/test_pandas.py
@@ -1,6 +1,7 @@
-import pandas as pd
 import unittest
 from datetime import datetime, timedelta
+
+import pandas as pd
 from numpy import NaN
 
 import csp
diff --git a/csp/tests/impl/test_pandas_accessor.py b/csp/tests/impl/test_pandas_accessor.py
index f42e64c45..696b49023 100644
--- a/csp/tests/impl/test_pandas_accessor.py
+++ b/csp/tests/impl/test_pandas_accessor.py
@@ -1,8 +1,9 @@
+import unittest
+from datetime import date, datetime, timedelta
+
 import numpy as np
 import pandas as pd
 import pytest
-import unittest
-from datetime import date, datetime, timedelta
 
 import csp
 import csp.impl.pandas_accessor
diff --git a/csp/tests/impl/test_pandas_ext_type.py b/csp/tests/impl/test_pandas_ext_type.py
index 453e67f46..f1d1d6f39 100644
--- a/csp/tests/impl/test_pandas_ext_type.py
+++ b/csp/tests/impl/test_pandas_ext_type.py
@@ -1,10 +1,11 @@
-import numpy as np
 import operator
+from datetime import datetime
+
+import numpy as np
 import pandas as pd
 import pandas._testing as pd_test
 import pandas.tests.extension.base as base
 import pytest
-from datetime import datetime
 from pandas import Series
 from pandas.tests.extension.conftest import *
 
diff --git a/csp/tests/impl/test_pandas_perspective.py b/csp/tests/impl/test_pandas_perspective.py
index 528ea8166..ed0e728d5 100644
--- a/csp/tests/impl/test_pandas_perspective.py
+++ b/csp/tests/impl/test_pandas_perspective.py
@@ -1,7 +1,8 @@
-import numpy as np
-import pandas as pd
 import unittest
 from datetime import date, datetime, timedelta
+
+import numpy as np
+import pandas as pd
 from packaging import version
 
 import csp
diff --git a/csp/tests/impl/test_struct.py b/csp/tests/impl/test_struct.py
index 192f13090..ff71fb876 100644
--- a/csp/tests/impl/test_struct.py
+++ b/csp/tests/impl/test_struct.py
@@ -1,11 +1,12 @@
 import json
-import numpy as np
 import pickle
-import pytz
 import typing
 import unittest
 from datetime import date, datetime, time, timedelta
 
+import numpy as np
+import pytz
+
 import csp
 from csp.impl.struct import define_nested_struct, define_struct, defineNestedStruct, defineStruct
 from csp.impl.types.typing_utils import FastList
diff --git a/csp/tests/test_baselib.py b/csp/tests/test_baselib.py
index 20e858fb3..0770bbd81 100644
--- a/csp/tests/test_baselib.py
+++ b/csp/tests/test_baselib.py
@@ -2,11 +2,12 @@
 import itertools
 import logging
 import math
-import numpy as np
 import unittest
 from datetime import date, datetime, timedelta, timezone
 from enum import Enum, auto
 
+import numpy as np
+
 import csp
 from csp import ts
 from csp.baselib import _convert_ts_object_for_print
diff --git a/csp/tests/test_baskets.py b/csp/tests/test_baskets.py
index 8f3bf7dbc..0517d79d8 100644
--- a/csp/tests/test_baskets.py
+++ b/csp/tests/test_baskets.py
@@ -1,4 +1,3 @@
-import numpy
 import random
 import time
 import typing
@@ -6,6 +5,8 @@
 from collections import defaultdict
 from datetime import datetime, timedelta
 
+import numpy
+
 import csp
 import csp.impl
 from csp import ts
diff --git a/csp/tests/test_curve.py b/csp/tests/test_curve.py
index c0209ab13..3ce860240 100644
--- a/csp/tests/test_curve.py
+++ b/csp/tests/test_curve.py
@@ -1,7 +1,8 @@
-import numpy
 import unittest
 from datetime import datetime, timedelta
 
+import numpy
+
 import csp
 
 
diff --git a/csp/tests/test_dynamic.py b/csp/tests/test_dynamic.py
index 6e3d692f8..dd9674f9b 100644
--- a/csp/tests/test_dynamic.py
+++ b/csp/tests/test_dynamic.py
@@ -1,5 +1,4 @@
 import itertools
-import numpy
 import random
 import string
 import time
@@ -8,6 +7,8 @@
 from datetime import datetime, timedelta
 from typing import List
 
+import numpy
+
 import csp
 from csp import ts
 
diff --git a/csp/tests/test_engine.py b/csp/tests/test_engine.py
index adb67d372..d9a1358be 100644
--- a/csp/tests/test_engine.py
+++ b/csp/tests/test_engine.py
@@ -1,9 +1,7 @@
 import collections
 import gc
-import numpy as np
 import os
 import pickle
-import psutil
 import random
 import re
 import sys
@@ -13,6 +11,9 @@
 import unittest
 from datetime import datetime, timedelta
 
+import numpy as np
+import psutil
+
 import csp
 from csp import PushMode, ts
 from csp.impl.types.instantiation_type_resolver import ArgTypeMismatchError, TSArgTypeMismatchError
diff --git a/csp/tests/test_examples.py b/csp/tests/test_examples.py
index 2d2c03f6d..8dde99882 100644
--- a/csp/tests/test_examples.py
+++ b/csp/tests/test_examples.py
@@ -1,8 +1,9 @@
 import importlib
 import os.path
-import pytest
 import sys
 
+import pytest
+
 EXAMPLES_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "..", "examples"))
 
 # make examples importable without keeping in source tree
diff --git a/csp/tests/test_history.py b/csp/tests/test_history.py
index 34510924a..c4601b290 100644
--- a/csp/tests/test_history.py
+++ b/csp/tests/test_history.py
@@ -1,10 +1,11 @@
-import numpy as np
 import os
-import psutil
 import typing
 import unittest
 from datetime import datetime, timedelta
 
+import numpy as np
+import psutil
+
 import csp
 from csp import ts
 
diff --git a/csp/tests/test_math.py b/csp/tests/test_math.py
index 2dcf0a283..f42572d5f 100644
--- a/csp/tests/test_math.py
+++ b/csp/tests/test_math.py
@@ -1,9 +1,10 @@
 import math
-import numpy as np
 import sys
 import unittest
 from datetime import datetime, timedelta
 
+import numpy as np
+
 import csp
 
 
diff --git a/csp/tests/test_profiler.py b/csp/tests/test_profiler.py
index 5b8468557..241a01447 100644
--- a/csp/tests/test_profiler.py
+++ b/csp/tests/test_profiler.py
@@ -1,7 +1,4 @@
-import numpy as np
 import os
-import pandas as pd
-import pytz
 import string
 import sys
 import tempfile
@@ -10,6 +7,10 @@
 from datetime import date, datetime, time, timedelta
 from functools import reduce
 
+import numpy as np
+import pandas as pd
+import pytz
+
 import csp
 import csp.stats as stats
 from csp import profiler, ts
diff --git a/csp/tests/test_random.py b/csp/tests/test_random.py
index 3a875ce1d..69d42e1a1 100644
--- a/csp/tests/test_random.py
+++ b/csp/tests/test_random.py
@@ -1,7 +1,8 @@
-import numpy as np
 import unittest
 from datetime import datetime, timedelta
 
+import numpy as np
+
 import csp
 from csp.random import brownian_motion, brownian_motion_1d, poisson_timer
 from csp.typing import Numpy1DArray, NumpyNDArray
diff --git a/csp/tests/test_stats.py b/csp/tests/test_stats.py
index 3e765dd75..bf2722ace 100644
--- a/csp/tests/test_stats.py
+++ b/csp/tests/test_stats.py
@@ -1,11 +1,12 @@
 import math
-import numpy as np
-import numpy.testing
-import pandas as pd
 import sys
 import unittest
 from datetime import datetime, timedelta
 
+import numpy as np
+import numpy.testing
+import pandas as pd
+
 import csp
 from csp.stats import _window_updates
 from csp.typing import Numpy1DArray, NumpyNDArray
diff --git a/csp/tests/test_type_checking.py b/csp/tests/test_type_checking.py
index 2bb638f9d..24ccc6103 100644
--- a/csp/tests/test_type_checking.py
+++ b/csp/tests/test_type_checking.py
@@ -1,9 +1,10 @@
-import numpy as np
 import pickle
 import typing
 import unittest
 from datetime import datetime, time, timedelta
 
+import numpy as np
+
 import csp
 import csp.impl.types.instantiation_type_resolver as type_resolver
 from csp import ts
diff --git a/csp/typing.py b/csp/typing.py
index a117cc0fe..1b92410ed 100644
--- a/csp/typing.py
+++ b/csp/typing.py
@@ -1,7 +1,8 @@
-import numpy
 import sys
 from typing import TypeVar
 
+import numpy
+
 T = TypeVar("T")
 
 if sys.version_info.major > 3 or sys.version_info.minor >= 7:
diff --git a/csp/utils/csp_watch_profile.py b/csp/utils/csp_watch_profile.py
index 22446ed16..679259ed2 100644
--- a/csp/utils/csp_watch_profile.py
+++ b/csp/utils/csp_watch_profile.py
@@ -1,8 +1,9 @@
 import argparse
-import requests
 import time
 from datetime import datetime
 
+import requests
+
 from csp.profiler import ProfilerInfo
 
 
diff --git a/examples/02_intermediate/e3_numpy_stats.py b/examples/02_intermediate/e3_numpy_stats.py
index 0debaf210..7f3e28877 100644
--- a/examples/02_intermediate/e3_numpy_stats.py
+++ b/examples/02_intermediate/e3_numpy_stats.py
@@ -1,6 +1,7 @@
-import numpy as np
 from datetime import datetime, timedelta
 
+import numpy as np
+
 import csp
 
 """
diff --git a/examples/05_cpp/1_cpp_node/setup.py b/examples/05_cpp/1_cpp_node/setup.py
index 37696a368..3b178fe25 100644
--- a/examples/05_cpp/1_cpp_node/setup.py
+++ b/examples/05_cpp/1_cpp_node/setup.py
@@ -1,6 +1,7 @@
 import os
 import os.path
 import sys
+
 from skbuild import setup
 
 python_version = f"{sys.version_info.major}.{sys.version_info.minor}"
diff --git a/examples/05_cpp/2_cpp_node_with_struct/setup.py b/examples/05_cpp/2_cpp_node_with_struct/setup.py
index ace4a35c4..8975b5cdd 100644
--- a/examples/05_cpp/2_cpp_node_with_struct/setup.py
+++ b/examples/05_cpp/2_cpp_node_with_struct/setup.py
@@ -1,6 +1,7 @@
 import os
 import os.path
 import sys
+
 from skbuild import setup
 
 python_version = f"{sys.version_info.major}.{sys.version_info.minor}"
diff --git a/examples/06_advanced/e2_pandas_extension.py b/examples/06_advanced/e2_pandas_extension.py
index 29064c3cb..f7de9ddab 100644
--- a/examples/06_advanced/e2_pandas_extension.py
+++ b/examples/06_advanced/e2_pandas_extension.py
@@ -2,11 +2,12 @@
 This example illustrates how csp edges can be used inside a pandas data frame via the pandas extension type mechanism.
 """
 
-import numpy as np
-import pandas as pd
 import random
 from datetime import datetime, timedelta
 
+import numpy as np
+import pandas as pd
+
 import csp
 import csp.impl.pandas_accessor  # This registers the "csp" accessors on pd.Series and pd.DataFrame
 from csp.impl.pandas_ext_type import TsDtype
diff --git a/setup.py b/setup.py
index ea2a1fa68..0f6684de5 100644
--- a/setup.py
+++ b/setup.py
@@ -5,6 +5,7 @@
 import subprocess
 import sys
 from shutil import which
+
 from skbuild import setup
 
 CSP_USE_VCPKG = os.environ.get("CSP_USE_VCPKG", "1").lower() in ("1", "on")