diff --git a/tasks.py b/tasks.py
index 59a9a3a..475e3ed 100644
--- a/tasks.py
+++ b/tasks.py
@@ -7,8 +7,7 @@
 import sys
 from tempfile import mkstemp
 
-from invoke import Collection
-from invoke import task
+from invoke import Collection, task
 
 
 def query_yes_no(question, default="yes"):
diff --git a/te_schemas/algorithms.py b/te_schemas/algorithms.py
index 5881afb..9746dd0 100644
--- a/te_schemas/algorithms.py
+++ b/te_schemas/algorithms.py
@@ -4,8 +4,7 @@
 from dataclasses import field
 
 import marshmallow_dataclass
-from marshmallow import EXCLUDE
-from marshmallow import pre_load
+from marshmallow import EXCLUDE, pre_load
 
 from te_schemas import SchemaBase
 
diff --git a/te_schemas/aoi.py b/te_schemas/aoi.py
index 417c912..3848f01 100644
--- a/te_schemas/aoi.py
+++ b/te_schemas/aoi.py
@@ -2,8 +2,7 @@
 import logging
 
 from marshmallow_dataclass import dataclass
-from osgeo import gdal
-from osgeo import ogr
+from osgeo import gdal, ogr
 
 logger = logging.getLogger(__name__)
 
diff --git a/te_schemas/datafile.py b/te_schemas/datafile.py
index d2d6296..8e70290 100644
--- a/te_schemas/datafile.py
+++ b/te_schemas/datafile.py
@@ -1,10 +1,8 @@
-from typing import List
-from typing import Union
+from typing import List, Union
 
 import marshmallow_dataclass
 
-from .results import Band
-from .results import LocalPath
+from .results import Band, LocalPath
 
 
 @marshmallow_dataclass.dataclass
diff --git a/te_schemas/error_recode.py b/te_schemas/error_recode.py
index af77599..773d316 100644
--- a/te_schemas/error_recode.py
+++ b/te_schemas/error_recode.py
@@ -1,13 +1,8 @@
 import uuid as uuid_module
 from dataclasses import field
-from typing import ClassVar
-from typing import List
-from typing import Optional
-from typing import Tuple
-from typing import Type
+from typing import ClassVar, List, Optional, Tuple, Type
 
-from marshmallow import EXCLUDE
-from marshmallow import validate
+from marshmallow import EXCLUDE, validate
 from marshmallow_dataclass import dataclass
 
 
diff --git a/te_schemas/jobs.py b/te_schemas/jobs.py
index 4ce3366..97c824a 100644
--- a/te_schemas/jobs.py
+++ b/te_schemas/jobs.py
@@ -6,17 +6,18 @@
 import uuid
 
 import marshmallow_dataclass
-from marshmallow import post_load
-from marshmallow import pre_load
+from marshmallow import post_load, pre_load
 
 from .algorithms import ExecutionScript
-from .results import EmptyResults
-from .results import FileResults
-from .results import JsonResults
-from .results import LocalPath
-from .results import RasterResults
-from .results import TimeSeriesTableResult
-from .results import VectorResults
+from .results import (
+    EmptyResults,
+    FileResults,
+    JsonResults,
+    LocalPath,
+    RasterResults,
+    TimeSeriesTableResult,
+    VectorResults,
+)
 
 
 class ScriptStatus(enum.Enum):
diff --git a/te_schemas/land_cover.py b/te_schemas/land_cover.py
index 2a5fa97..c0fbe68 100644
--- a/te_schemas/land_cover.py
+++ b/te_schemas/land_cover.py
@@ -1,16 +1,10 @@
 from __future__ import annotations
 
 import math
-from dataclasses import field
-from dataclasses import fields
-from typing import Any
-from typing import Dict
-from typing import List
-from typing import Optional
-from typing import Tuple
-
-from marshmallow import validate
-from marshmallow import validates_schema
+from dataclasses import field, fields
+from typing import Any, Dict, List, Optional, Tuple
+
+from marshmallow import validate, validates_schema
 from marshmallow.exceptions import ValidationError
 from marshmallow_dataclass import dataclass
 
diff --git a/te_schemas/reporting.py b/te_schemas/reporting.py
index 90d68b4..f3024d0 100644
--- a/te_schemas/reporting.py
+++ b/te_schemas/reporting.py
@@ -1,15 +1,11 @@
 import datetime
 from dataclasses import field
-from typing import Dict
-from typing import List
-from typing import Optional
-from typing import Union
+from typing import Dict, List, Optional, Union
 
 from marshmallow import validate
 from marshmallow_dataclass import dataclass
 
-from . import land_cover
-from . import schemas
+from . import land_cover, schemas
 from .error_recode import ErrorRecodePolygons
 
 
diff --git a/te_schemas/results.py b/te_schemas/results.py
index aaa0391..183d279 100644
--- a/te_schemas/results.py
+++ b/te_schemas/results.py
@@ -9,9 +9,7 @@
 
 import marshmallow
 import marshmallow_dataclass
-from marshmallow import EXCLUDE
-from marshmallow import fields
-from marshmallow import validate
+from marshmallow import EXCLUDE, fields, validate
 from marshmallow.exceptions import ValidationError
 from marshmallow_dataclass.typing import Url
 
diff --git a/te_schemas/schemas.py b/te_schemas/schemas.py
index 4f7d23a..a0b7e40 100644
--- a/te_schemas/schemas.py
+++ b/te_schemas/schemas.py
@@ -1,9 +1,7 @@
 import datetime
 import typing
 
-from marshmallow import fields
-from marshmallow import post_load
-from marshmallow import Schema
+from marshmallow import Schema, fields, post_load
 from marshmallow_dataclass import dataclass
 
 
diff --git a/tests/test_results.py b/tests/test_results.py
index 0a2f1ff..b8edc9f 100644
--- a/tests/test_results.py
+++ b/tests/test_results.py
@@ -1,16 +1,17 @@
 from copy import deepcopy
-from pathlib import Path
-from pathlib import PurePosixPath
+from pathlib import Path, PurePosixPath
 
 import pytest
 
-from te_schemas.results import Band
-from te_schemas.results import DataType
-from te_schemas.results import Raster
-from te_schemas.results import RasterFileType
-from te_schemas.results import RasterResults
-from te_schemas.results import TiledRaster
-from te_schemas.results import URI
+from te_schemas.results import (
+    URI,
+    Band,
+    DataType,
+    Raster,
+    RasterFileType,
+    RasterResults,
+    TiledRaster,
+)
 
 dummy_Band = Band(name="dummy band", metadata={"test_metadata_key": "test metadata"})