diff --git a/compressor/base.py b/compressor/base.py
index ae3a2c4..528b602 100644
--- a/compressor/base.py
+++ b/compressor/base.py
@@ -5,7 +5,10 @@ import codecs
 from django.core.files.base import ContentFile
 from django.template import Context
 from django.template.loader import render_to_string
-from django.utils.importlib import import_module
+try:
+    from importlib import import_module
+except:
+    from django.utils.importlib import import_module
 from django.utils.safestring import mark_safe
 
 try:
diff --git a/compressor/cache.py b/compressor/cache.py
index 4847939..a48bfef 100644
--- a/compressor/cache.py
+++ b/compressor/cache.py
@@ -4,11 +4,21 @@ import os
 import socket
 import time
 
-from django.core.cache import get_cache
+try:
+    from django.core.cache import caches
+    def get_cache(name):
+        return caches[name]
+except ImportError:
+    from django.core.cache import get_cache
+    
 from django.core.files.base import ContentFile
 from django.utils.encoding import force_text, smart_bytes
 from django.utils.functional import SimpleLazyObject
-from django.utils.importlib import import_module
+
+try:
+    from importlib import import_module
+except:
+    from django.utils.importlib import import_module
 
 from compressor.conf import settings
 from compressor.storage import default_storage
diff --git a/compressor/filters/base.py b/compressor/filters/base.py
index fcc56ab..c101347 100644
--- a/compressor/filters/base.py
+++ b/compressor/filters/base.py
@@ -3,14 +3,27 @@ import io
 import logging
 import subprocess
 
-try:
-    from shlex import quote as shell_quote  # Python 3
-except ImportError:
-    from pipes import quote as shell_quote  # Python 2
+from platform import system
+
+if system() != "Windows":
+    try:
+        from shlex import quote as shell_quote  # Python 3
+    except ImportError:
+        from pipes import quote as shell_quote  # Python 2
+else:
+    from subprocess import list2cmdline
+    def shell_quote(s):
+        # shlex.quote/pipes.quote is not compatible with Windows
+        return list2cmdline([s])
 
 from django.core.exceptions import ImproperlyConfigured
 from django.core.files.temp import NamedTemporaryFile
-from django.utils.importlib import import_module
+
+try:
+    from importlib import import_module
+except ImportError:
+    from django.utils.importlib import import_module
+
 from django.utils.encoding import smart_text
 from django.utils import six
 
diff --git a/compressor/parser/__init__.py b/compressor/parser/__init__.py
index a3fe78f..e935658 100644
--- a/compressor/parser/__init__.py
+++ b/compressor/parser/__init__.py
@@ -1,6 +1,9 @@
 from django.utils import six
 from django.utils.functional import LazyObject
-from django.utils.importlib import import_module
+try:
+    from importlib import import_module
+except ImportError:
+    from django.utils.importlib import import_module
 
 # support legacy parser module usage
 from compressor.parser.base import ParserBase  # noqa
diff --git a/docs/settings.txt b/docs/settings.txt
index 303e0fc..268f645 100644
--- a/docs/settings.txt
+++ b/docs/settings.txt
@@ -321,7 +321,7 @@ Backend settings
         <link rel="stylesheet" href="/static/CACHE/css/8ccf8d877f18.css" type="text/css" charset="utf-8">
 
     .. _less: http://lesscss.org/
-    .. _CoffeeScript: http://jashkenas.github.com/coffee-script/
+    .. _CoffeeScript: http://coffeescript.org/
 
 .. attribute:: COMPRESS_STORAGE