diff --git a/lib/manager/pip_requirements/extract.js b/lib/manager/pip_requirements/extract.js
index caae795cd9c520c2cf20ccb41a916ba2643ad27e..99c1274fafe9e405c9a1d7edd1217ee3b8d9f2cf 100644
--- a/lib/manager/pip_requirements/extract.js
+++ b/lib/manager/pip_requirements/extract.js
@@ -22,7 +22,7 @@ function extractPackageFile(content) {
   let registryUrls;
   content.split('\n').forEach(line => {
     if (line.startsWith('--index-url ')) {
-      const registryUrl = line.substring('--index-url '.length);
+      const registryUrl = line.substring('--index-url '.length).split(' ')[0];
       registryUrls = [registryUrl];
     }
   });
diff --git a/test/manager/pip_requirements/__snapshots__/extract.spec.js.snap b/test/manager/pip_requirements/__snapshots__/extract.spec.js.snap
index 5b093bc9daae19d47f06afd6c57f851869428669..5e78df4c1b79ac95e7429c544f33a159a340d9a9 100644
--- a/test/manager/pip_requirements/__snapshots__/extract.spec.js.snap
+++ b/test/manager/pip_requirements/__snapshots__/extract.spec.js.snap
@@ -112,27 +112,32 @@ Array [
 ]
 `;
 
-exports[`lib/manager/pip_requirements/extract extractPackageFile() handles extras 1`] = `
-Array [
-  Object {
-    "currentValue": "==2.0.12",
-    "datasource": "pypi",
-    "depName": "Django",
-    "fromVersion": "2.0.12",
-    "lineNumber": 0,
-  },
-  Object {
-    "currentValue": "==4.1.1",
-    "datasource": "pypi",
-    "depName": "celery",
-    "fromVersion": "4.1.1",
-    "lineNumber": 1,
-  },
-  Object {
-    "currentValue": " == 3.2.1",
-    "datasource": "pypi",
-    "depName": "foo",
-    "lineNumber": 2,
-  },
-]
+exports[`lib/manager/pip_requirements/extract extractPackageFile() handles extras and complex index url 1`] = `
+Object {
+  "deps": Array [
+    Object {
+      "currentValue": "==2.0.12",
+      "datasource": "pypi",
+      "depName": "Django",
+      "fromVersion": "2.0.12",
+      "lineNumber": 1,
+    },
+    Object {
+      "currentValue": "==4.1.1",
+      "datasource": "pypi",
+      "depName": "celery",
+      "fromVersion": "4.1.1",
+      "lineNumber": 2,
+    },
+    Object {
+      "currentValue": " == 3.2.1",
+      "datasource": "pypi",
+      "depName": "foo",
+      "lineNumber": 3,
+    },
+  ],
+  "registryUrls": Array [
+    "https://artifactory.company.com/artifactory/api/pypi/python/simple",
+  ],
+}
 `;
diff --git a/test/manager/pip_requirements/__snapshots__/update.spec.js.snap b/test/manager/pip_requirements/__snapshots__/update.spec.js.snap
index b015dff212518faf6cd8e48b056d759eb34c0c75..5d21201e801af2ec7c35787baf03266f4fe04c01 100644
--- a/test/manager/pip_requirements/__snapshots__/update.spec.js.snap
+++ b/test/manager/pip_requirements/__snapshots__/update.spec.js.snap
@@ -20,8 +20,9 @@ wsgiref==0.1.2 # something else
 `;
 
 exports[`manager/pip_requirements/update updateDependency replaces existing value with extras 1`] = `
-"Django[argon2]==2.0.12
-celery [redis]==4.1.2
+"--index-url https://artifactory.company.com/artifactory/api/pypi/python/simple --trusted-host artifactory.company.com --default-timeout 600
+Django[argon2]==4.1.2
+celery [redis]==4.1.1
 foo [bar] == 3.2.1 # handles extra white space
 "
 `;
diff --git a/test/manager/pip_requirements/_fixtures/requirements4.txt b/test/manager/pip_requirements/_fixtures/requirements4.txt
index d7def5af29c307069f9c756c370757a1f756ca07..c8da95e7de78f01e371e7c1754367f5e18aee978 100644
--- a/test/manager/pip_requirements/_fixtures/requirements4.txt
+++ b/test/manager/pip_requirements/_fixtures/requirements4.txt
@@ -1,3 +1,4 @@
+--index-url https://artifactory.company.com/artifactory/api/pypi/python/simple --trusted-host artifactory.company.com --default-timeout 600
 Django[argon2]==2.0.12
 celery [redis]==4.1.1
 foo [bar] == 3.2.1 # handles extra white space
diff --git a/test/manager/pip_requirements/extract.spec.js b/test/manager/pip_requirements/extract.spec.js
index 60c7adc012aecf472edb38ac5a587ebc3da311c4..ac357ea81a8297839757eb6da3a18291c1e9315d 100644
--- a/test/manager/pip_requirements/extract.spec.js
+++ b/test/manager/pip_requirements/extract.spec.js
@@ -46,10 +46,13 @@ describe('lib/manager/pip_requirements/extract', () => {
       expect(res).toMatchSnapshot();
       expect(res).toHaveLength(5);
     });
-    it('handles extras', () => {
-      const res = extractPackageFile(requirements4, config).deps;
+    it('handles extras and complex index url', () => {
+      const res = extractPackageFile(requirements4, config);
       expect(res).toMatchSnapshot();
-      expect(res).toHaveLength(3);
+      expect(res.registryUrls).toEqual([
+        'https://artifactory.company.com/artifactory/api/pypi/python/simple',
+      ]);
+      expect(res.deps).toHaveLength(3);
     });
   });
 });