diff --git a/homeassistant/requirements.py b/homeassistant/requirements.py
index 3a1081e4b87..ca34a4bbae4 100644
--- a/homeassistant/requirements.py
+++ b/homeassistant/requirements.py
@@ -47,6 +47,9 @@ def pip_kwargs(config_dir: Optional[str]) -> Dict[str, Any]:
     kwargs = {
         'constraints': os.path.join(os.path.dirname(__file__), CONSTRAINT_FILE)
     }
-    if not (config_dir is None or pkg_util.is_virtual_env()):
+    if 'WHEELS_LINKS' in os.environ:
+        kwargs['find_links'] = os.environ['WHEELS_LINKS']
+    if not (config_dir is None or pkg_util.is_virtual_env()) and \
+            not pkg_util.is_docker_env():
         kwargs['target'] = os.path.join(config_dir, 'deps')
     return kwargs
diff --git a/homeassistant/util/package.py b/homeassistant/util/package.py
index 3a34ab0a365..272a097b24c 100644
--- a/homeassistant/util/package.py
+++ b/homeassistant/util/package.py
@@ -6,6 +6,7 @@ from subprocess import PIPE, Popen
 import sys
 from typing import Optional
 from urllib.parse import urlparse
+from pathlib import Path
 
 import pkg_resources
 from importlib_metadata import version, PackageNotFoundError
@@ -21,6 +22,11 @@ def is_virtual_env() -> bool:
             hasattr(sys, 'real_prefix'))
 
 
+def is_docker_env() -> bool:
+    """Return True if we run in a docker env."""
+    return Path("/.dockerenv").exists()
+
+
 def is_installed(package: str) -> bool:
     """Check if a package is installed and will be loaded when we import it.
 
@@ -42,7 +48,8 @@ def is_installed(package: str) -> bool:
 
 def install_package(package: str, upgrade: bool = True,
                     target: Optional[str] = None,
-                    constraints: Optional[str] = None) -> bool:
+                    constraints: Optional[str] = None,
+                    find_links: Optional[str] = None) -> bool:
     """Install a package on PyPi. Accepts pip compatible package strings.
 
     Return boolean if install successful.
@@ -55,6 +62,8 @@ def install_package(package: str, upgrade: bool = True,
         args.append('--upgrade')
     if constraints is not None:
         args += ['--constraint', constraints]
+    if find_links is not None:
+        args += ['--find-links', find_links]
     if target:
         assert not is_virtual_env()
         # This only works if not running in venv
diff --git a/tests/test_requirements.py b/tests/test_requirements.py
index c061e37ca0a..35264c2e1b4 100644
--- a/tests/test_requirements.py
+++ b/tests/test_requirements.py
@@ -27,9 +27,10 @@ class TestRequirements:
 
     @patch('os.path.dirname')
     @patch('homeassistant.util.package.is_virtual_env', return_value=True)
+    @patch('homeassistant.util.package.is_docker_env', return_value=False)
     @patch('homeassistant.util.package.install_package', return_value=True)
     def test_requirement_installed_in_venv(
-            self, mock_install, mock_venv, mock_dirname):
+            self, mock_install, mock_venv, mock_denv, mock_dirname):
         """Test requirement installed in virtual environment."""
         mock_venv.return_value = True
         mock_dirname.return_value = 'ha_package_path'
@@ -45,9 +46,10 @@ class TestRequirements:
 
     @patch('os.path.dirname')
     @patch('homeassistant.util.package.is_virtual_env', return_value=False)
+    @patch('homeassistant.util.package.is_docker_env', return_value=False)
     @patch('homeassistant.util.package.install_package', return_value=True)
     def test_requirement_installed_in_deps(
-            self, mock_install, mock_venv, mock_dirname):
+            self, mock_install, mock_venv, mock_denv, mock_dirname):
         """Test requirement installed in deps directory."""
         mock_dirname.return_value = 'ha_package_path'
         self.hass.config.skip_pip = False
@@ -77,3 +79,60 @@ async def test_install_existing_package(hass):
             hass, 'test_component', ['hello==1.0.0'])
 
     assert len(mock_inst.mock_calls) == 0
+
+
+async def test_install_with_wheels_index(hass):
+    """Test an install attempt with wheels index URL."""
+    hass.config.skip_pip = False
+    mock_integration(
+        hass, MockModule('comp', requirements=['hello==1.0.0']))
+
+    with patch(
+                'homeassistant.util.package.is_installed', return_value=False
+            ), \
+            patch(
+                'homeassistant.util.package.is_docker_env', return_value=True
+            ), \
+            patch(
+                'homeassistant.util.package.install_package'
+            ) as mock_inst, \
+            patch.dict(
+                os.environ, {'WHEELS_LINKS': "https://wheels.hass.io/test"}
+            ), \
+            patch(
+                'os.path.dirname'
+            ) as mock_dir:
+        mock_dir.return_value = 'ha_package_path'
+        assert await setup.async_setup_component(hass, 'comp', {})
+        assert 'comp' in hass.config.components
+        print(mock_inst.call_args)
+        assert mock_inst.call_args == call(
+            'hello==1.0.0', find_links="https://wheels.hass.io/test",
+            constraints=os.path.join('ha_package_path', CONSTRAINT_FILE))
+
+
+async def test_install_on_docker(hass):
+    """Test an install attempt on an docker system env."""
+    hass.config.skip_pip = False
+    mock_integration(
+        hass, MockModule('comp', requirements=['hello==1.0.0']))
+
+    with patch(
+                'homeassistant.util.package.is_installed', return_value=False
+            ), \
+            patch(
+                'homeassistant.util.package.is_docker_env', return_value=True
+            ), \
+            patch(
+                'homeassistant.util.package.install_package'
+            ) as mock_inst, \
+            patch(
+                'os.path.dirname'
+            ) as mock_dir:
+        mock_dir.return_value = 'ha_package_path'
+        assert await setup.async_setup_component(hass, 'comp', {})
+        assert 'comp' in hass.config.components
+        print(mock_inst.call_args)
+        assert mock_inst.call_args == call(
+            'hello==1.0.0',
+            constraints=os.path.join('ha_package_path', CONSTRAINT_FILE))
diff --git a/tests/util/test_package.py b/tests/util/test_package.py
index 41af56265d2..3751c056907 100644
--- a/tests/util/test_package.py
+++ b/tests/util/test_package.py
@@ -167,6 +167,23 @@ def test_install_constraint(mock_sys, mock_popen, mock_env_copy, mock_venv):
     assert mock_popen.return_value.communicate.call_count == 1
 
 
+def test_install_find_links(mock_sys, mock_popen, mock_env_copy, mock_venv):
+    """Test install with find-links on not installed package."""
+    env = mock_env_copy()
+    link = 'https://wheels-repository'
+    assert package.install_package(
+        TEST_NEW_REQ, False, find_links=link)
+    assert mock_popen.call_count == 1
+    assert (
+        mock_popen.call_args ==
+        call([
+            mock_sys.executable, '-m', 'pip', 'install', '--quiet',
+            TEST_NEW_REQ, '--find-links', link
+        ], stdin=PIPE, stdout=PIPE, stderr=PIPE, env=env)
+    )
+    assert mock_popen.return_value.communicate.call_count == 1
+
+
 @asyncio.coroutine
 def test_async_get_user_site(mock_env_copy):
     """Test async get user site directory."""