diff --git a/.editorconfig b/.editorconfig
index 0211b59..1714ae0 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -1,19 +1,28 @@
-# EditorConfig is awesome: http://EditorConfig.org
+# Defines the coding style for different editors and IDEs.
+# http://editorconfig.org
 
 # top-most EditorConfig file
 root = true
 
-# Unix-style newlines with a newline ending every file
+# Rules for source code.
 [*]
+charset = utf-8
 end_of_line = lf
 insert_final_newline = true
+indent_size = 2
+indent_style = space
+trim_trailing_whitespace = true
 
+# Rules for Python code.
 [*.py]
-charset = utf-8
-indent_style = space
 indent_size = 4
 
+# Rules for markdown documents.
+[*.md]
+indent_size = 4
+trim_trailing_whitespace = false
+
+# Rules for makefile
 [Makefile]
-charset = utf-8
 indent_style = tab
-indent_size = 8
+indent_size = 4
diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
new file mode 100644
index 0000000..d9296f6
--- /dev/null
+++ b/.github/pull_request_template.md
@@ -0,0 +1,11 @@
+### Summary
+- Write a quick summary of what this PR is for
+
+
+##### Related Links
+- Paste link to ticket or any other related sites here 
+
+##### Ready for QA Checklist
+- [ ] Code Review
+- [ ] Dev QA
+- [ ] Rebase and Squash
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..4005830
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,32 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - '*'
+  workflow_dispatch:
+
+jobs:
+  publish:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.12"]
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip setuptools poetry tox-gh-actions
+          poetry install
+      - name: Build wheels and source tarball
+        run: poetry build
+      - name: publish to PyPi
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_API_TOKEN }}
+          skip_existing: true
diff --git a/.github/workflows/validate.yml b/.github/workflows/validate.yml
new file mode 100644
index 0000000..c3910ba
--- /dev/null
+++ b/.github/workflows/validate.yml
@@ -0,0 +1,39 @@
+name: Validate
+
+on:
+  push:
+    branches:
+      - develop
+      - master
+      - main
+      - 'release/**'
+  pull_request:
+    branches:
+      - '*'
+  workflow_dispatch:
+
+jobs:
+  validate:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.12"]
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip setuptools poetry
+          poetry install
+      - name: Linting
+        run: |
+          poetry run isort .
+          poetry run black .
+          poetry run flake8 . --extend-ignore=D,E501,W601 --extend-exclude=docs/ --statistics --count
+      - name: Security
+        run: poetry run bandit -c pyproject.toml -r .
+      - name: Testing
+        run: poetry run python ./runtests.py
diff --git a/.gitignore b/.gitignore
index 742d422..54f234e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,15 +1,58 @@
 *.py[co]
-.project
-.pydevproject
-*~
-*.db
-*.orig
-*.DS_Store
+*.swp
+*.bak
+
+# docs
+_build
+
+# Packages
+*.egg
+*.egg-info
+dist
+build
+eggs
+parts
+bin
+var
+sdist
+develop-eggs
+.installed.cfg
+
+# Installer logs
+pip-log.txt
+
+# Unit test / coverage reports
 .coverage
-.idea
 .tox
-*.egg-info/*
-docs/_build/*
-dist/*
-*.swp
-.vscode/*
+
+.idea
+
+.DS_Store
+
+#Translations
+*.mo
+
+#Mr Developer
+.mr.developer.cfg
+
+# Configuration
+sdelint.cnf
+
+#generated data
+usecases/output.csv
+
+# Test files
+info.log
+htmlcov/
+
+#ides
+.idea
+.vscode
+
+#custom cert bundle
+my_root_certs.crt
+
+# symbolic links
+.flake8
+
+conf/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..2cd0fab
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,37 @@
+repos:
+- repo: https://github.com/Lucas-C/pre-commit-hooks
+  rev: v1.1.13
+  hooks:
+  - id: forbid-crlf
+  - id: remove-crlf
+  - id: forbid-tabs
+    exclude_types: [csv]
+  - id: remove-tabs
+    exclude_types: [csv]
+
+- repo: https://github.com/pre-commit/pre-commit-hooks
+  rev: v4.1.0
+  hooks:
+  - id: trailing-whitespace
+  - id: end-of-file-fixer
+  - id: check-merge-conflict
+  - id: check-yaml
+    args: [--unsafe]
+
+- repo: https://github.com/pre-commit/mirrors-isort
+  rev: v5.10.1
+  hooks:
+  - id: isort
+
+- repo: https://github.com/ambv/black
+  rev: 22.3.0
+  hooks:
+  - id: black
+    language_version: python3.12
+
+- repo: https://github.com/pycqa/flake8
+  rev: 3.9.2
+  hooks:
+  - id: flake8
+    additional_dependencies: [flake8-typing-imports==1.10.0]
+    exclude: ^tests
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 88d18d9..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,19 +0,0 @@
-sudo: false
-language: python
-jobs:
-  include:
-      - if: tag IS blank
-        python: "3.6"
-        env: DJANGO=3.0
-      - if: tag IS blank
-        python: "3.8"
-        env: DJANGO=3.0
-install:
-  - pip install -q Django~=$DJANGO python-coveralls
-  - make init
-script:
-  - make lint
-  - make coverage
-  - make test
-after_success:
-  - coveralls
diff --git a/AUTHORS b/AUTHORS
deleted file mode 100644
index d309704..0000000
--- a/AUTHORS
+++ /dev/null
@@ -1 +0,0 @@
-Simon Bartlett
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index c5c2ca5..0000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1,5 +0,0 @@
-include AUTHORS
-include LICENSE
-include README.rst
-recursive-include multi_import/static *
-recursive-include multi_import/templates *
diff --git a/Makefile b/Makefile
index c5183ac..4dd5a23 100644
--- a/Makefile
+++ b/Makefile
@@ -1,11 +1,7 @@
-init:
-	pip install -r requirements.txt
-
 lint:
-	flake8 --max-line-length 120 --extend-ignore=D
+	poetry run black .
+	poetry run isort .
+	poetry run flake8 . --extend-ignore=D,E501,W601 --extend-exclude=docs/ --statistics --count
 
 test:
-	./runtests.py
-
-coverage:
-	coverage run --source=multi_import runtests.py && coverage report
+	poetry run python ./runtests.py
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..70cf2e9
--- /dev/null
+++ b/README.md
@@ -0,0 +1,13 @@
+# django-multi-import
+
+Import/export multi Django resources together atomically.
+
+## Usage
+
+You can run the tests with via::
+
+    python setup.py test
+
+or::
+
+    python runtests.py
diff --git a/README.rst b/README.rst
deleted file mode 100644
index c58d695..0000000
--- a/README.rst
+++ /dev/null
@@ -1,23 +0,0 @@
-django-multi-import
-========================
-
-.. image:: https://travis-ci.org/sdelements/django-multi-import.svg?branch=master
-   :target: https://travis-ci.org/sdelements/django-multi-import
-
-.. image:: https://coveralls.io/repos/sdelements/django-multi-import/badge.svg?branch=master&service=github
-   :target: https://coveralls.io/github/sdelements/django-multi-import?branch=master
-
-
-Welcome to the documentation for django-multi_import!
-
-
-Running the Tests
-------------------------------------
-
-You can run the tests with via::
-
-    python setup.py test
-
-or::
-
-    python runtests.py
diff --git a/multi_import/cache.py b/multi_import/cache.py
index 6ce5459..3b52810 100644
--- a/multi_import/cache.py
+++ b/multi_import/cache.py
@@ -1,8 +1,6 @@
 from collections import defaultdict
 
 from django.core.exceptions import MultipleObjectsReturned
-import six
-from tablib.compat import unicode
 
 
 class CachedObject(object):
@@ -29,7 +27,7 @@ def __len__(self):
 
     @staticmethod
     def _get_value_key(field, value):
-        return unicode(value).lower() if field.endswith("__iexact") else unicode(value)
+        return str(value).lower() if field.endswith("__iexact") else str(value)
 
     def add(self, obj):
         cached_obj = CachedObject(obj)
@@ -48,7 +46,7 @@ def add(self, obj):
         self.object_count += 1
 
     def get(self, field, value, default=None):
-        if isinstance(field, six.string_types):
+        if isinstance(field, str):
             field = (field,)
             value = (value,)
 
@@ -67,9 +65,7 @@ def get(self, field, value, default=None):
 
     def find(self, value, fields=None):
         fields = fields or self.lookup_fields
-        single_fields = (
-            field for field in fields if isinstance(field, six.string_types)
-        )
+        single_fields = (field for field in fields if isinstance(field, str))
         for field in single_fields:
             result = self.get(field, value)
             if result:
@@ -79,7 +75,7 @@ def find(self, value, fields=None):
     def match(self, data, fields=None):
         fields = fields or self.lookup_fields
         for field in fields:
-            if isinstance(field, six.string_types):
+            if isinstance(field, str):
                 value = data.get(field, None)
             else:
                 value = [data.get(f) for f in field]
@@ -98,8 +94,7 @@ def _flatten_fields(self, fields):
         return set(
             item
             for sublist in (
-                (item,) if isinstance(item, six.string_types) else item
-                for item in fields
+                (item,) if isinstance(item, str) else item for item in fields
             )
             for item in sublist
         )
diff --git a/multi_import/data.py b/multi_import/data.py
index be8b32d..fc51ebd 100644
--- a/multi_import/data.py
+++ b/multi_import/data.py
@@ -1,9 +1,9 @@
 import zipfile
 from copy import copy
+from io import BytesIO
 
 from django.http import HttpResponse
 from rest_framework.settings import api_settings
-from tablib.compat import BytesIO
 from tablib.core import Dataset
 
 from multi_import.formats import FileFormat
@@ -211,12 +211,15 @@ class MultiExportResult(object):
     """
     A collection of ExportResults
     """
+
     def __init__(self, filename, file_formats, results):
         self.file_formats = file_formats
         self.filename = filename
         self.results = results
 
-    def get_file(self, file_format: FileFormat = None, export_mode: str = None) -> BytesIO:
+    def get_file(
+        self, file_format: FileFormat = None, export_mode: str = None
+    ) -> BytesIO:
         format = self._get_format(file_format)
 
         if not export_mode:
@@ -236,10 +239,12 @@ def get_file(self, file_format: FileFormat = None, export_mode: str = None) -> B
 
         return file
 
-    def get_http_response(self,
-                          file_format: FileFormat = None,
-                          filename: str = None,
-                          export_mode: str = None) -> HttpResponse:
+    def get_http_response(
+        self,
+        file_format: FileFormat = None,
+        filename: str = None,
+        export_mode: str = None,
+    ) -> HttpResponse:
         """Return an HTTP response containing the ExportResults as a zip file"""
         format = self._get_format(file_format)
 
@@ -258,7 +263,9 @@ def get_http_response(self,
         response["Content-Disposition"] = header
         return response
 
-    def _write_tree_export(self, format: FileFormat, result: ExportResult, file: zipfile.ZipFile) -> None:
+    def _write_tree_export(
+        self, format: FileFormat, result: ExportResult, file: zipfile.ZipFile
+    ) -> None:
         """
         Write exported content items in individual files with the items'
         id_column value as the filenames.
@@ -274,7 +281,9 @@ def _write_tree_export(self, format: FileFormat, result: ExportResult, file: zip
             file_name = f"{item_id}.{format.extension}"
             file.writestr(f"{directory_name}/{file_name}", file_contents.getvalue())
 
-    def _write_tabular_export(self, format: FileFormat, result: ExportResult, file: zipfile.ZipFile) -> None:
+    def _write_tabular_export(
+        self, format: FileFormat, result: ExportResult, file: zipfile.ZipFile
+    ) -> None:
         """
         Write exported content items in the same file with the content item
         type as the filename.
diff --git a/multi_import/fields.py b/multi_import/fields.py
index 7a651af..8f2ffa7 100644
--- a/multi_import/fields.py
+++ b/multi_import/fields.py
@@ -1,18 +1,14 @@
-from django.core.exceptions import (
-    FieldError,
-    MultipleObjectsReturned,
-    ObjectDoesNotExist,
-    ValidationError,
-)
-from django.utils.translation import ugettext_lazy as _
+from django.core.exceptions import (FieldError, MultipleObjectsReturned,
+                                    ObjectDoesNotExist, ValidationError)
+from django.utils.translation import gettext_lazy as _
 from rest_framework import relations
 
 
 class LookupRelatedField(relations.RelatedField):
     default_error_messages = {
-        "required": _(u"This field is required."),
-        "does_not_exist": _(u'No match found for: "{value}".'),
-        "multiple_matches": _(u"Multiple matches found for: {value}"),
+        "required": _("This field is required."),
+        "does_not_exist": _('No match found for: "{value}".'),
+        "multiple_matches": _("Multiple matches found for: {value}"),
     }
 
     def __init__(self, **kwargs):
diff --git a/multi_import/formats.py b/multi_import/formats.py
index 79b79fb..7d1483b 100644
--- a/multi_import/formats.py
+++ b/multi_import/formats.py
@@ -1,14 +1,15 @@
+from csv import Error as NullError
+from io import BytesIO, StringIO
+
 import chardet
-import six
-from django.utils.translation import ugettext_lazy as _
-from tablib.compat import BytesIO, StringIO
+from django.utils.translation import gettext_lazy as _
+from tablib import detect_format
 from tablib.core import Dataset, InvalidDimensions, UnsupportedFormat
 from tablib.formats import _csv, _json, _xls, _xlsx, _yaml
-from csv import Error as NullError
 
 try:
     from yaml import CSafeDumper
-except (ModuleNotFoundError, ImportError):
+except ImportError:
     CSafeDumper = None
 
 from multi_import.exceptions import InvalidFileError
@@ -66,7 +67,7 @@ def get_file_object(self, file_handler, file_contents):
     def detect(self, file_handler, file_contents):
         file_object = self.get_file_object(file_handler, file_contents)
         try:
-            return self.format.detect(file_object)
+            return detect_format(file_object)
         except AttributeError:
             pass
         return False
@@ -90,7 +91,7 @@ def read(self, file_handler, file_contents):
 
             return dataset
         except (AttributeError, KeyError):
-            raise InvalidFileError(_(u"Empty or Invalid File."))
+            raise InvalidFileError(_("Empty or Invalid File."))
 
     def export_set(self, dataset):
         return self.format.export_set(dataset)
@@ -102,7 +103,7 @@ def write(self, dataset: Dataset) -> BytesIO:
 
     def _write_to_bytes(self, data) -> BytesIO:
         f = BytesIO()
-        if isinstance(data, six.text_type):
+        if isinstance(data, str):
             data = data.encode("utf-8")
         f.write(data)
         return f
@@ -116,7 +117,7 @@ def __init__(self):
 
     @classmethod
     def ensure_unicode(cls, file_contents):
-        if isinstance(file_contents, six.text_type):
+        if isinstance(file_contents, str):
             return file_contents
         charset = chardet.detect(file_contents)
         encoding = charset["encoding"]
@@ -124,7 +125,7 @@ def ensure_unicode(cls, file_contents):
         if encoding and encoding_confidence > 0.5:
             return file_contents.decode(encoding.lower()).encode("utf8")
         else:
-            raise InvalidFileError(_(u"Unknown file type."))
+            raise InvalidFileError(_("Unknown file type."))
 
     def pre_read(self, file_object):
         file_object = self.ensure_unicode(file_object)
@@ -134,10 +135,7 @@ def pre_read(self, file_object):
     def detect(self, file_handler, file_contents):
         if self.is_valid_csv(file_handler, file_contents):
             # Handles row validations
-            return super(CsvFormat, self).detect(
-                file_handler,
-                file_contents
-            )
+            return super(CsvFormat, self).detect(file_handler, file_contents)
         return False
 
     def is_valid_csv(self, file_handler, file_contents):
@@ -148,12 +146,7 @@ def is_valid_csv(self, file_handler, file_contents):
             # Note: dataset is valid for test_file.yaml in the tests directory
             # Would need suggestions on how to better handle this
             return not YamlFormat().detect(file_handler, file_contents)
-        except (
-            InvalidDimensions,
-            UnsupportedFormat,
-            AttributeError,
-            NullError
-        ):
+        except (InvalidDimensions, UnsupportedFormat, AttributeError, NullError):
             pass
         return False
 
@@ -192,21 +185,21 @@ def export_set(self, dataset):
                 allow_unicode=True,
                 default_flow_style=False,
                 sort_keys=False,
-                Dumper=CSafeDumper
+                Dumper=CSafeDumper,
             )
         else:
             return _yaml.yaml.safe_dump(
                 dataset._package(ordered=False),
                 allow_unicode=True,
                 default_flow_style=False,
-                sort_keys=False
+                sort_keys=False,
             )
 
     def detect(self, file_handler, file_contents):
         try:
             return super(YamlFormat, self).detect(file_handler, file_contents)
         except _yaml.yaml.error.YAMLError:
-            raise InvalidFileError(_(u"Invalid YAML File."))
+            raise InvalidFileError(_("Invalid YAML File."))
 
 
 class TxtFormat(FileFormat):
diff --git a/multi_import/helpers/exceptions.py b/multi_import/helpers/exceptions.py
index c333e30..ff1f986 100644
--- a/multi_import/helpers/exceptions.py
+++ b/multi_import/helpers/exceptions.py
@@ -1,5 +1,4 @@
 from django.core.exceptions import NON_FIELD_ERRORS, ValidationError
-
 from rest_framework.settings import api_settings
 
 
diff --git a/multi_import/helpers/fields.py b/multi_import/helpers/fields.py
index 8d26d65..55f7235 100644
--- a/multi_import/helpers/fields.py
+++ b/multi_import/helpers/fields.py
@@ -1,9 +1,7 @@
 from rest_framework import relations
-from tablib.compat import unicode
 
 from multi_import.helpers import strings
 
-
 list_separator = ";"
 
 
@@ -15,14 +13,14 @@ def to_string_representation(field, value):
         if value is None:
             value = []
 
-        return unicode(list_separator).join(
+        return str(list_separator).join(
             [to_string_representation(field.child_relation, val) for val in value]
         )
 
     if value is None:
         value = ""
 
-    return strings.normalize_string(unicode(value))
+    return strings.normalize_string(str(value))
 
 
 def from_string_representation(field, value):
diff --git a/multi_import/helpers/files.py b/multi_import/helpers/files.py
index 65c8e3c..757541a 100644
--- a/multi_import/helpers/files.py
+++ b/multi_import/helpers/files.py
@@ -1,5 +1,5 @@
 import tablib
-from django.utils.translation import ugettext_lazy as _
+from django.utils.translation import gettext_lazy as _
 
 from multi_import.exceptions import InvalidFileError
 from multi_import.formats import FileFormat
@@ -21,7 +21,7 @@ def decode_contents(file_contents):
         except UnicodeDecodeError:
             pass
 
-    raise InvalidFileError(_(u"File encoding not identified."))
+    raise InvalidFileError(_("File encoding not identified."))
 
 
 def read(file_formats, file):
@@ -40,12 +40,12 @@ def read(file_formats, file):
         except tablib.InvalidDimensions:
             raise InvalidFileError(
                 _(
-                    u"File must not be empty, "
-                    u"and all rows must have same columns/properties."
+                    "File must not be empty, "
+                    "and all rows must have same columns/properties."
                 )
             )
 
         except tablib.UnsupportedFormat:
-            raise InvalidFileError(_(u"Invalid File."))
+            raise InvalidFileError(_("Invalid File."))
 
-    raise InvalidFileError(_(u"Invalid File Type."))
+    raise InvalidFileError(_("Invalid File Type."))
diff --git a/multi_import/helpers/serializers.py b/multi_import/helpers/serializers.py
index 86875a9..304b94a 100644
--- a/multi_import/helpers/serializers.py
+++ b/multi_import/helpers/serializers.py
@@ -1,12 +1,9 @@
 from collections import namedtuple
 
 from rest_framework import relations
-import six
-from tablib.compat import unicode
 
 from multi_import.helpers import fields, strings
 
-
 FieldChange = namedtuple("FieldChange", ["field", "old", "new", "value"])
 
 
@@ -73,7 +70,7 @@ def get_changed_fields(serializer, validated_data=None):
         if field.read_only or field.write_only:
             continue
 
-        source = unicode(field.source)
+        source = str(field.source)
 
         if source not in validated_data:
             continue
@@ -84,7 +81,7 @@ def get_changed_fields(serializer, validated_data=None):
         new_value = field.to_representation(value)
 
         # TODO: Move this to .to_representation()?
-        if isinstance(old_value, six.string_types):
+        if isinstance(old_value, str):
             old_value = strings.normalize_string(old_value)
 
         if old_value != new_value:
@@ -152,7 +149,7 @@ def get_diff_data(serializer, no_changes=None):
                     fields.to_string_representation(field, orig[column_name])
                 )
             else:
-                field_data.append(u"")
+                field_data.append("")
 
             new_value = field_change.new
 
diff --git a/multi_import/importer.py b/multi_import/importer.py
index cb913c8..35cd714 100644
--- a/multi_import/importer.py
+++ b/multi_import/importer.py
@@ -1,13 +1,12 @@
 from itertools import chain
 
 from django.core.exceptions import MultipleObjectsReturned, ValidationError
-from django.utils.translation import ugettext_lazy as _
+from django.utils.translation import gettext_lazy as _
 from rest_framework.serializers import Serializer
-from six import string_types, text_type
 from tablib import Dataset
 
 from multi_import.cache import CachedQuery, ObjectCache
-from multi_import.data import ImportResult, RowStatus, Row, ExportResult
+from multi_import.data import ExportResult, ImportResult, Row, RowStatus
 from multi_import.exceptions import InvalidFileError
 from multi_import.formats import all_formats
 from multi_import.helpers import fields, files, serializers, strings
@@ -69,7 +68,7 @@ def has_values(self, row_data):
         return any(
             value
             for value in row_data.values()
-            if value and (not isinstance(value, text_type) or not value.isspace())
+            if value and (not isinstance(value, str) or not value.isspace())
         )
 
     def read_dataset_rows(self, dataset):
@@ -99,8 +98,8 @@ def normalize_row_data(self, row_data):
             if isinstance(value, float) and value.is_integer():
                 value = int(value)
 
-            if not isinstance(value, string_types):
-                value = text_type(value)
+            if not isinstance(value, str):
+                value = str(value)
 
             data[key] = strings.normalize_string(value)
         return data
@@ -148,9 +147,9 @@ class Importer(object):
     serializer_classes = None
 
     error_messages = {
-        "cannot_update": _(u"Can not update this item."),
-        "multiple_matches": _(u"Multiple database entries match."),
-        "multiple_updates": _(u"This item is being updated more than once."),
+        "cannot_update": _("Can not update this item."),
+        "multiple_matches": _("Multiple database entries match."),
+        "multiple_updates": _("This item is being updated more than once."),
     }
 
     def __init__(self):
diff --git a/multi_import/multi_importer.py b/multi_import/multi_importer.py
index b55a97d..d109fc8 100644
--- a/multi_import/multi_importer.py
+++ b/multi_import/multi_importer.py
@@ -1,4 +1,4 @@
-from django.utils.translation import ugettext_lazy as _
+from django.utils.translation import gettext_lazy as _
 
 from multi_import.data import MultiExportResult, MultiImportResult
 from multi_import.exceptions import InvalidDatasetError, InvalidFileError
@@ -19,8 +19,8 @@ class MultiImporter(object):
     export_filename = "export"
 
     error_messages = {
-        "invalid_key": _(u"Columns should match those in the import template."),
-        "invalid_export_keys": _(u"Invalid keys {0} for exporting"),
+        "invalid_key": _("Columns should match those in the import template."),
+        "invalid_export_keys": _("Invalid keys {0} for exporting"),
     }
 
     def __init__(self):
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..8c2e464
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,952 @@
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+
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+description = "ASGI specs, helper code, and adapters"
+optional = false
+python-versions = ">=3.8"
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+    {file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"},
+]
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+
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+version = "23.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
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+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
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+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
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+    {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
+    {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
+]
+
+[[package]]
+name = "rich"
+version = "13.7.1"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222"},
+    {file = "rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+
+[[package]]
+name = "snowballstemmer"
+version = "2.2.0"
+description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+optional = false
+python-versions = "*"
+files = [
+    {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
+    {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
+]
+
+[[package]]
+name = "sqlparse"
+version = "0.5.0"
+description = "A non-validating SQL parser."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "sqlparse-0.5.0-py3-none-any.whl", hash = "sha256:c204494cd97479d0e39f28c93d46c0b2d5959c7b9ab904762ea6c7af211c8663"},
+    {file = "sqlparse-0.5.0.tar.gz", hash = "sha256:714d0a4932c059d16189f58ef5411ec2287a4360f17cdd0edd2d09d4c5087c93"},
+]
+
+[package.extras]
+dev = ["build", "hatch"]
+doc = ["sphinx"]
+
+[[package]]
+name = "stevedore"
+version = "5.2.0"
+description = "Manage dynamic plugins for Python applications"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "stevedore-5.2.0-py3-none-any.whl", hash = "sha256:1c15d95766ca0569cad14cb6272d4d31dae66b011a929d7c18219c176ea1b5c9"},
+    {file = "stevedore-5.2.0.tar.gz", hash = "sha256:46b93ca40e1114cea93d738a6c1e365396981bb6bb78c27045b7587c9473544d"},
+]
+
+[package.dependencies]
+pbr = ">=2.0.0,<2.1.0 || >2.1.0"
+
+[[package]]
+name = "tablib"
+version = "3.6.1"
+description = "Format agnostic tabular data library (XLS, JSON, YAML, CSV, etc.)"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tablib-3.6.1-py3-none-any.whl", hash = "sha256:c771d38ed1d74350a69873db43e0afb7f1cca0ed2915a7243094463eb6789207"},
+    {file = "tablib-3.6.1.tar.gz", hash = "sha256:040685fde11e9237675f43e985edb94b63250a5e9236f89d561ce6fb1465b839"},
+]
+
+[package.dependencies]
+odfpy = {version = "*", optional = true, markers = "extra == \"all\""}
+openpyxl = {version = ">=2.6.0", optional = true, markers = "extra == \"all\""}
+pandas = {version = "*", optional = true, markers = "extra == \"all\""}
+pyyaml = {version = "*", optional = true, markers = "extra == \"all\""}
+tabulate = {version = "*", optional = true, markers = "extra == \"all\""}
+xlrd = {version = "*", optional = true, markers = "extra == \"all\""}
+xlwt = {version = "*", optional = true, markers = "extra == \"all\""}
+
+[package.extras]
+all = ["odfpy", "openpyxl (>=2.6.0)", "pandas", "pyyaml", "tabulate", "xlrd", "xlwt"]
+cli = ["tabulate"]
+ods = ["odfpy"]
+pandas = ["pandas"]
+xls = ["xlrd", "xlwt"]
+xlsx = ["openpyxl (>=2.6.0)"]
+yaml = ["pyyaml"]
+
+[[package]]
+name = "tabulate"
+version = "0.9.0"
+description = "Pretty-print tabular data"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
+    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
+]
+
+[package.extras]
+widechars = ["wcwidth"]
+
+[[package]]
+name = "tokenize-rt"
+version = "5.2.0"
+description = "A wrapper around the stdlib `tokenize` which roundtrips."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tokenize_rt-5.2.0-py2.py3-none-any.whl", hash = "sha256:b79d41a65cfec71285433511b50271b05da3584a1da144a0752e9c621a285289"},
+    {file = "tokenize_rt-5.2.0.tar.gz", hash = "sha256:9fe80f8a5c1edad2d3ede0f37481cc0cc1538a2f442c9c2f9e4feacd2792d054"},
+]
+
+[[package]]
+name = "tzdata"
+version = "2024.1"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+]
+
+[[package]]
+name = "virtualenv"
+version = "20.26.2"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "virtualenv-20.26.2-py3-none-any.whl", hash = "sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b"},
+    {file = "virtualenv-20.26.2.tar.gz", hash = "sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+
+[[package]]
+name = "xlrd"
+version = "2.0.1"
+description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
+    {file = "xlrd-2.0.1-py2.py3-none-any.whl", hash = "sha256:6a33ee89877bd9abc1158129f6e94be74e2679636b8a205b43b85206c3f0bbdd"},
+    {file = "xlrd-2.0.1.tar.gz", hash = "sha256:f72f148f54442c6b056bf931dbc34f986fd0c3b0b6b5a58d013c9aef274d0c88"},
+]
+
+[package.extras]
+build = ["twine", "wheel"]
+docs = ["sphinx"]
+test = ["pytest", "pytest-cov"]
+
+[[package]]
+name = "xlwt"
+version = "1.3.0"
+description = "Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform, with Python 2.6, 2.7, 3.3+"
+optional = false
+python-versions = "*"
+files = [
+    {file = "xlwt-1.3.0-py2.py3-none-any.whl", hash = "sha256:a082260524678ba48a297d922cc385f58278b8aa68741596a87de01a9c628b2e"},
+    {file = "xlwt-1.3.0.tar.gz", hash = "sha256:c59912717a9b28f1a3c2a98fd60741014b06b043936dcecbc113eaaada156c88"},
+]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "~3.12"
+content-hash = "bc6c34c4fbb04ccb5b5dd7633e682225fad0113ea76a1972a813cfe377a1f2d1"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..18f15ca
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,69 @@
+[tool.poetry]
+name = "django-multi_import"
+version = "2.0.0"
+homepage = "https://github.com/sdelements/django-multi-import"
+description = "Import/export multi Django resources together atomically."
+authors = ["Security Compass <contact@securitycompass.com>"]
+license = "MIT"
+readme = "README.md"
+# See https://pypi.python.org/pypi?%3Aaction=list_classifiers
+classifiers=[
+    # How mature is this project? Common values are
+    #   3 - Alpha
+    #   4 - Beta
+    #   5 - Production/Stable
+    'Development Status :: 5 - Production/Stable',
+
+    # Indicate who your project is intended for
+    'Intended Audience :: Developers',
+    'Topic :: Software Development :: Libraries :: Python Modules',
+
+    # Pick your license as you wish (should match "license" above)
+    'License :: OSI Approved :: MIT',
+
+    # Supported Languages
+    'Natural Language :: English',
+    'Operating System :: OS Independent',
+    'Programming Language :: Python :: 3',
+    'Programming Language :: Python :: 3.12',
+    'Framework :: Django',
+]
+packages = [
+  { include = "multi_import" },
+  { include = "tests", format = "sdist" },
+]
+exclude = [
+  "multi_import/**/tests",
+  "tests"
+]
+
+[tool.poetry.dependencies]
+python = "~3.12"
+django = "~4.2"
+djangorestframework = "^3.15"
+chardet = "^5.2"
+tablib = {extras = ["all"], version = "^3.6"}
+
+[tool.poetry.dev-dependencies]
+pre-commit = "3.7.1"
+# lint
+black = "24.4.2"
+flake8 = "7.0.0"
+flake8-bandit = "4.1.1"
+flake8-bugbear = "24.4.26"
+flake8-docstrings = "1.7.0"
+flake8-polyfill = "1.0.2"
+isort = "5.13.2"
+# security
+bandit = "1.7.8"
+# test
+django-upgrade = "1.18.0"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.bandit]
+exclude_dirs = [
+  './tests/',
+]
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 6ff5247..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-Django==3.2.25                          # BSD
-djangorestframework==3.11.2             # BSD
-six==1.12.0                             # MIT
-chardet==3.0.4                          # LGPL
-tablib==0.12.1                          # MIT
-
-coverage==4.2                           # Apache
-flake8==3.8.4                           # MIT
diff --git a/runtests.py b/runtests.py
old mode 100755
new mode 100644
index dc06ea5..cdf26b6
--- a/runtests.py
+++ b/runtests.py
@@ -2,19 +2,14 @@
 import os
 import sys
 
+from django.core.management import execute_from_command_line
 
-if __name__ == "__main__":
-    os.environ["DJANGO_SETTINGS_MODULE"] = "tests.settings"
 
+def runtests():
+    os.environ.setdefault("DJANGO_SETTINGS_MODULE", "tests.settings")
+    argv = sys.argv[:1] + ["test"] + sys.argv[1:]
+    execute_from_command_line(argv)
 
-import django  # noqa
-from django.conf import settings  # noqa
-from django.test.utils import get_runner  # noqa
 
 if __name__ == "__main__":
-    if hasattr(django, "setup"):
-        django.setup()
-    TestRunner = get_runner(settings)
-    test_runner = TestRunner(verbosity=1, interactive=True, failfast=False)
-    failures = test_runner.run_tests(["tests"])
-    sys.exit(bool(failures))
+    runtests()
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 90ddbf3..0000000
--- a/setup.py
+++ /dev/null
@@ -1,49 +0,0 @@
-import os
-from setuptools import setup, find_packages
-
-
-def read_file(filename):
-    """Read a file into a string"""
-    path = os.path.abspath(os.path.dirname(__file__))
-    filepath = os.path.join(path, filename)
-    try:
-        return open(filepath).read()
-    except IOError:
-        return ""
-
-
-install_requires = ["chardet", "tablib", "six"]
-
-
-setup(
-    name="django-multi_import",
-    version="1.4.4",
-    author="Simon Bartlett",
-    author_email="simon@securitycompass.com",
-    packages=find_packages(),
-    include_package_data=True,
-    url="https://github.com/sdelements/django-multi-importer",
-    license="MIT",
-    description="Import/export multi Django resources together atomically",
-    classifiers=[
-        "Topic :: Internet :: WWW/HTTP :: Dynamic Content",
-        "Intended Audience :: Developers",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 2",
-        "Programming Language :: Python :: 2.7",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.4",
-        "Programming Language :: Python :: 3.5",
-        "Programming Language :: Python :: 3.6",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Framework :: Django",
-        "Development Status :: 4 - Beta",
-        "Operating System :: OS Independent",
-    ],
-    long_description=read_file("README.rst"),
-    test_suite="runtests.runtests",
-    zip_safe=False,
-    requires=["django (>=1.11)", "djangorestframework (>=3.0)"],
-    install_requires=install_requires,
-)
diff --git a/tests/test_import_files/test_file.csv b/tests/fixtures/test_file.csv
similarity index 100%
rename from tests/test_import_files/test_file.csv
rename to tests/fixtures/test_file.csv
diff --git a/tests/test_import_files/test_file.json b/tests/fixtures/test_file.json
similarity index 100%
rename from tests/test_import_files/test_file.json
rename to tests/fixtures/test_file.json
diff --git a/tests/test_import_files/test_file.xlsx b/tests/fixtures/test_file.xlsx
similarity index 100%
rename from tests/test_import_files/test_file.xlsx
rename to tests/fixtures/test_file.xlsx
diff --git a/tests/test_import_files/test_file.yaml b/tests/fixtures/test_file.yaml
similarity index 100%
rename from tests/test_import_files/test_file.yaml
rename to tests/fixtures/test_file.yaml
diff --git a/tests/models.py b/tests/models.py
index 86cb1f5..cd08c03 100644
--- a/tests/models.py
+++ b/tests/models.py
@@ -16,7 +16,9 @@ class Person(models.Model):
     first_name = models.CharField(max_length=100)
     last_name = models.CharField(max_length=100)
 
-    partner = models.ForeignKey("Person", null=True, related_name="person_partner", on_delete=models.CASCADE)
+    partner = models.ForeignKey(
+        "Person", null=True, related_name="person_partner", on_delete=models.CASCADE
+    )
 
     children = models.ManyToManyField("Person", related_name="person_children")
 
diff --git a/tests/settings.py b/tests/settings.py
index 17712b6..d5810c1 100644
--- a/tests/settings.py
+++ b/tests/settings.py
@@ -5,8 +5,13 @@
     "django.middleware.csrf.CsrfViewMiddleware",
 )
 
-INSTALLED_APPS = ("tests",)
+INSTALLED_APPS = (
+    "multi_import",
+    "tests",
+)
 
 SITE_ID = 1
 
-SECRET_KEY = "this-is-just-for-tests-so-not-that-secret"  # noqa
+DEFAULT_AUTO_FIELD = "django.db.models.AutoField"
+
+SECRET_KEY = "foobar"  # noqa
diff --git a/tests/test_cache.py b/tests/test_cache.py
index f93528c..29afad4 100644
--- a/tests/test_cache.py
+++ b/tests/test_cache.py
@@ -1,7 +1,6 @@
 from django.test import TestCase
 
 from multi_import.cache import CachedObject, ObjectCache
-
 from tests.models import Book
 
 
diff --git a/tests/test_file_detection.py b/tests/test_file_detection.py
index 648f9ca..7ddec16 100644
--- a/tests/test_file_detection.py
+++ b/tests/test_file_detection.py
@@ -6,7 +6,7 @@
 
 class CSVFileDetect(TestCase):
     def test_json_file(self):
-        with open("tests/test_import_files/test_file.json", "rb") as file:
+        with open("tests/fixtures/test_file.json", "rb") as file:
             file.seek(0)
             file_contents = file.read()
             decoded_contents = decode_contents(file_contents)
@@ -18,7 +18,7 @@ def test_json_file(self):
             self.assertFalse(file_detection_result)
 
     def test_yaml_file(self):
-        with open("tests/test_import_files/test_file.yaml", "rb") as file:
+        with open("tests/fixtures/test_file.yaml", "rb") as file:
             file.seek(0)
             file_contents = file.read()
             decoded_contents = decode_contents(file_contents)
@@ -30,7 +30,7 @@ def test_yaml_file(self):
             self.assertFalse(file_detection_result)
 
     def test_csv_file(self):
-        with open("tests/test_import_files/test_file.csv", "rb") as file:
+        with open("tests/fixtures/test_file.csv", "rb") as file:
             file.seek(0)
             file_contents = file.read()
             decoded_contents = decode_contents(file_contents)
@@ -42,7 +42,7 @@ def test_csv_file(self):
             self.assertTrue(file_detection_result)
 
     def test_xlsx_file(self):
-        with open("tests/test_import_files/test_file.xlsx", "rb") as file:
+        with open("tests/fixtures/test_file.xlsx", "rb") as file:
             file.seek(0)
             file_contents = file.read()
             decoded_contents = decode_contents(file_contents)
diff --git a/tests/test_helpers_files.py b/tests/test_helpers_files.py
index 0a616ad..ca096b9 100644
--- a/tests/test_helpers_files.py
+++ b/tests/test_helpers_files.py
@@ -1,7 +1,8 @@
 # -*- coding: utf-8 -*-
+from io import BytesIO
+
 import chardet
 from django.test import TestCase
-from six import BytesIO
 
 from multi_import.helpers import files
 
@@ -9,7 +10,7 @@
 class FileHelperTests(TestCase):
     def test_decode_file_when_reading_utf_8(self):
         file = BytesIO()
-        file.write(u"UTF-8 character: Đà".encode("utf-8"))
+        file.write("UTF-8 character: Đà".encode("utf-8"))
 
         file.seek(0)
         file_contents = file.read()
@@ -23,7 +24,7 @@ def test_decode_file_when_reading_utf_8(self):
 
     def test_decode_file_when_reading_utf_16(self):
         file = BytesIO()
-        file.write(u"UTF-16 character: $".encode("utf-16"))
+        file.write("UTF-16 character: $".encode("utf-16"))
 
         file.seek(0)
         file_contents = file.read()
@@ -37,7 +38,7 @@ def test_decode_file_when_reading_utf_16(self):
 
     def test_decode_file_when_reading_iso_8859_1(self):
         file = BytesIO()
-        file.write(u"Latin-1 character: ¥".encode("ISO-8859-1"))
+        file.write("Latin-1 character: ¥".encode("ISO-8859-1"))
 
         file.seek(0)
         file_contents = file.read()
diff --git a/tests/test_helpers_serializers.py b/tests/test_helpers_serializers.py
index 0b1e34b..3916c1c 100644
--- a/tests/test_helpers_serializers.py
+++ b/tests/test_helpers_serializers.py
@@ -1,9 +1,8 @@
 from django.test import TestCase
 from rest_framework.serializers import ModelSerializer
 
-from multi_import.helpers import serializers
 from multi_import.fields import LookupRelatedField
-
+from multi_import.helpers import serializers
 from tests.models import Book, Chapter, Person
 
 
@@ -120,7 +119,7 @@ def test_export_one_to_many(self):
         rep = serializer.to_representation(instance=justin)
         children = rep["children"]
 
-        self.assertEqual(children, [u"Hadrien", u"Xavier", u"Ella-Grace"])
+        self.assertEqual(children, ["Hadrien", "Xavier", "Ella-Grace"])
 
     def test_get_diff_data_for_new_object(self):
         serializer = PersonSerializer(