diff --git a/.travis.yml b/.travis.yml
index e9e0839..940ed49 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,4 +1,5 @@
 sudo: false
+dist: bionic
 language: python
 python:
     - "2.7"
@@ -6,8 +7,12 @@ python:
     - "3.6"
     - "3.7"
     - "3.8"
-    - "3.9-dev"
+    - "3.9"
+    - "3.10-dev"
+jobs:
+    allow_failures:
+        - python: "3.10-dev"
 install:
-    - pip install -U tox-travis codecov
+    - pip install -U pip tox-travis codecov
 script: COVERAGE_FILE=.coverage tox
 after_success: codecov
diff --git a/README.rst b/README.rst
index d588d66..6a3665a 100644
--- a/README.rst
+++ b/README.rst
@@ -7,7 +7,7 @@ scrapy_rss
    :alt: PyPI Version
 
 .. image:: https://img.shields.io/travis/woxcab/scrapy_rss/master.svg
-   :target: http://travis-ci.org/woxcab/scrapy_rss
+   :target: http://travis-ci.com/woxcab/scrapy_rss
    :alt: Build Status
 
 .. image:: https://img.shields.io/badge/wheel-yes-brightgreen.svg
diff --git a/pytest.ini b/pytest.ini
index ef5325f..ba3c41f 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -2,7 +2,6 @@
 filterwarnings =
     ignore::DeprecationWarning:nose.*
     ignore::PendingDeprecationWarning:nose.*
-    ignore::DeprecationWarning:frozendict.*
     ignore::DeprecationWarning:scrapy.*
 
 addopts = --maxfail=10 --cov=scrapy_rss --cov-report=term
diff --git a/requirements-27.txt b/requirements-27.txt
index 817c172..0dbe346 100644
--- a/requirements-27.txt
+++ b/requirements-27.txt
@@ -1,3 +1,4 @@
-python-dateutil
 scrapy<2.0
+packaging
+python-dateutil
 six
diff --git a/requirements-36.txt b/requirements-36.txt
index 5c1e1f1..7bfd4dc 100644
--- a/requirements-36.txt
+++ b/requirements-36.txt
@@ -1,3 +1,4 @@
-python-dateutil
 scrapy>=1.3.1
+packaging
+python-dateutil
 six
diff --git a/requirements.txt b/requirements.txt
index 1c6941f..ab49fbd 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,4 @@
-python-dateutil
 scrapy>=1.1
+packaging
+python-dateutil
 six
diff --git a/scrapy_rss/VERSION b/scrapy_rss/VERSION
index 0c62199..ee1372d 100644
--- a/scrapy_rss/VERSION
+++ b/scrapy_rss/VERSION
@@ -1 +1 @@
-0.2.1
+0.2.2
diff --git a/scrapy_rss/exporters.py b/scrapy_rss/exporters.py
index 6dd43a8..55535aa 100644
--- a/scrapy_rss/exporters.py
+++ b/scrapy_rss/exporters.py
@@ -1,9 +1,9 @@
 # -*- coding: utf-8 -*-
 
-from distutils.version import LooseVersion
 from itertools import chain
 from collections import Counter
 
+from packaging import version
 from datetime import datetime
 from dateutil.tz import tzlocal
 import six
@@ -94,7 +94,7 @@ def __init__(self, file, channel_title, channel_link, channel_description,
             else:
                 self._namespaces[ns_prefix] = ns_uri
 
-    if LooseVersion(scrapy.__version__) < LooseVersion('1.4.0'): # pragma: no cover
+    if version.parse(scrapy.__version__) < version.parse('1.4.0'):  # pragma: no cover
         def _export_xml_field(self, name, serialized_value, depth):
             return super(RssItemExporter, self)._export_xml_field(name, serialized_value)
 
diff --git a/tests/requirements.txt b/tests/requirements.txt
index 7ecd87b..3a96f64 100644
--- a/tests/requirements.txt
+++ b/tests/requirements.txt
@@ -1,3 +1,2 @@
 xmlunittest
 parameterized
-frozendict
diff --git a/tests/test_exporter.py b/tests/test_exporter.py
index d823cd6..93cc183 100644
--- a/tests/test_exporter.py
+++ b/tests/test_exporter.py
@@ -6,7 +6,6 @@
 from parameterized import parameterized
 
 import six
-from frozendict import frozendict
 from lxml import etree
 import scrapy
 from scrapy import signals
@@ -24,7 +23,7 @@
 from scrapy_rss.exporters import RssItemExporter
 
 import unittest
-from tests.utils import RssTestCase
+from tests.utils import RssTestCase, FrozenDict
 
 
 if six.PY2:
@@ -34,7 +33,7 @@
 
 
 class CrawlerContext(object):
-    default_settings = frozendict({'ITEM_PIPELINES':
+    default_settings = FrozenDict({'ITEM_PIPELINES':
                                        {'scrapy_rss.pipelines.RssExportPipeline': 900,},
                                    'LOG_LEVEL': 'WARNING',
                                    'EXTENSIONS': {
@@ -96,7 +95,7 @@ def __init__(self, file, channel_title, channel_link, channel_description,
                       docs=docs, ttl=ttl, *args, **kwargs)
 
 
-default_feed_settings = frozendict({'feed_file': os.path.join(os.path.dirname(__file__), 'tmp', 'feed.rss'),
+default_feed_settings = FrozenDict({'feed_file': os.path.join(os.path.dirname(__file__), 'tmp', 'feed.rss'),
                                     'feed_title': 'Title',
                                     'feed_link': 'http://example.com/feed',
                                     'feed_description': 'Description'})
diff --git a/tests/utils.py b/tests/utils.py
index 7030853..ad7c3c3 100644
--- a/tests/utils.py
+++ b/tests/utils.py
@@ -13,13 +13,17 @@
 
 from twisted.python.failure import Failure
 from scrapy.pipelines import ItemPipelineManager
-from frozendict import frozendict
 from lxml import etree
 from xmlunittest import XmlTestCase
 
 from scrapy_rss.meta import ItemElement, MultipleElements
 from scrapy_rss.items import RssItem
 
+try:
+    from collections.abc import Mapping
+except ImportError:
+    from collections import Mapping
+
 try:
     from unittest.util import _common_shorten_repr, _shorten
 except ImportError:
@@ -70,6 +74,48 @@ def get_dict_attr(obj,attr):
     raise AttributeError
 
 
+iteritems = getattr(dict, 'iteritems', dict.items) # py2-3 compatibility
+
+
+class FrozenDict(Mapping):
+    """
+    A simple immutable wrapper around dictionaries.
+    It can be used as a drop-in replacement for dictionaries where immutability is desired.
+    """
+
+    dict_cls = dict
+
+    def __init__(self, *args, **kwargs):
+        self._dict = self.dict_cls(*args, **kwargs)
+        self._hash = None
+
+    def __getitem__(self, key):
+        return self._dict[key]
+
+    def __contains__(self, key):
+        return key in self._dict
+
+    def copy(self, **add_or_replace):
+        return self.__class__(self, **add_or_replace)
+
+    def __iter__(self):
+        return iter(self._dict)
+
+    def __len__(self):
+        return len(self._dict)
+
+    def __repr__(self):
+        return '<%s %r>' % (self.__class__.__name__, self._dict)
+
+    def __hash__(self):
+        if self._hash is None:
+            h = 0
+            for key, value in iteritems(self._dict):
+                h ^= hash((key, value))
+            self._hash = h
+        return self._hash
+
+
 class RaisedItemPipelineManager(ItemPipelineManager):
     def process_item(self, item, spider):
         d = super(RaisedItemPipelineManager, self).process_item(item, spider)
@@ -89,9 +135,9 @@ class UnorderedXmlTestCase(XmlTestCase):
     @classmethod
     def _xml_to_tuple(cls, element):
         return (element.tag,
-                frozendict(element.nsmap),
-                frozendict(element.attrib),
-                frozendict(Counter(t for t in element.itertext() if t.strip())),
+                FrozenDict(element.nsmap),
+                FrozenDict(element.attrib),
+                FrozenDict(Counter(t for t in element.itertext() if t.strip())),
                 frozenset(cls._xml_to_tuple(child) for child in element.getchildren()))
 
     @staticmethod
diff --git a/tox.ini b/tox.ini
index 28e9bd9..70abf1c 100644
--- a/tox.ini
+++ b/tox.ini
@@ -4,8 +4,9 @@ envlist =
     py34-scrapy{110,113,120,122,130,133,140,150,152,160,170,174}-pytest-pytestcov
     py{27,35}-scrapy{110,113,120,122,130}-pytest-pytestcov
     py27-scrapy{131,133,140,150,152,160,170,174,180}-pytest-pytestcov
-    py{35,36,37,38,39}-scrapy{131,133,140,150,152,160,170,174,180,201,210,220,221}-pytest-pytestcov
-
+    py{35,36,37,38,39}-scrapy{131,133,140,150,152,160,170,174,180,201,210,220,221,230}-pytest-pytestcov
+    py310-scrapy{171,174,180,201,210,220,221,230}-pytest-pytestcov
+    py{36,37,38,39,310}-scrapy{240,241,250}-pytest-pytestcov
 
 [testenv]
 deps =
@@ -23,12 +24,17 @@ deps =
     scrapy152: scrapy==1.5.2
     scrapy160: scrapy==1.6.0
     scrapy170: scrapy==1.7.0
+    scrapy171: scrapy==1.7.1
     scrapy174: scrapy==1.7.4
     scrapy180: scrapy==1.8.0
     scrapy201: scrapy==2.0.1
     scrapy210: scrapy==2.1.0
     scrapy220: scrapy==2.2.0
     scrapy221: scrapy==2.2.1
+    scrapy230: scrapy==2.3.0
+    scrapy240: scrapy==2.4.0
+    scrapy241: scrapy==2.4.1
+    scrapy250: scrapy==2.5.0
     -rtests/requirements.txt
     pytest33: pytest<3.3.0
     pytestcov26: pytest-cov<=2.6.0