diff --git a/lib/ansible/modules/cloud/azure/azure_rm_cosmosdbaccount.py b/lib/ansible/modules/cloud/azure/azure_rm_cosmosdbaccount.py
index d76c928d131..9bdce05c857 100644
--- a/lib/ansible/modules/cloud/azure/azure_rm_cosmosdbaccount.py
+++ b/lib/ansible/modules/cloud/azure/azure_rm_cosmosdbaccount.py
@@ -284,6 +284,9 @@ class AzureRMCosmosDBAccount(AzureRMModuleBase):
                     id=dict(
                         type='str',
                         required=True
+                    ),
+                    ignore_missing_vnet_service_endpoint=dict(
+                        type='bool'
                     )
                 )
             ),
diff --git a/packaging/requirements/requirements-azure.txt b/packaging/requirements/requirements-azure.txt
index 6bcc4ad21db..fbbc2d5d5f1 100644
--- a/packaging/requirements/requirements-azure.txt
+++ b/packaging/requirements/requirements-azure.txt
@@ -28,6 +28,6 @@ msrest==0.6.1
 msrestazure==0.5.0
 azure-keyvault==1.0.0a1
 azure-graphrbac==0.40.0
-azure-mgmt-cosmosdb==0.5.1
+azure-mgmt-cosmosdb==0.5.2
 azure-mgmt-hdinsight==0.1.0
 azure-mgmt-devtestlabs==2.2.0
diff --git a/test/integration/targets/azure_rm_cosmosdbaccount/tasks/main.yml b/test/integration/targets/azure_rm_cosmosdbaccount/tasks/main.yml
index f3cf68d738b..2335ce8f35d 100644
--- a/test/integration/targets/azure_rm_cosmosdbaccount/tasks/main.yml
+++ b/test/integration/targets/azure_rm_cosmosdbaccount/tasks/main.yml
@@ -1,8 +1,28 @@
 - name: Prepare random number
   set_fact:
     dbname: "cosmos{{ resource_group | hash('md5') | truncate(7, True, '') }}{{ 1000 | random }}"
+    vnname: "vn{{ resource_group | hash('md5') | truncate(7, True, '') }}{{ 1000 | random }}"
+    subnetname: "subnet{{ resource_group | hash('md5') | truncate(7, True, '') }}{{ 1000 | random }}"
   run_once: yes
 
+- name: Create virtual network
+  azure_rm_virtualnetwork:
+    resource_group: "{{ resource_group }}"
+    name: "{{ vnname }}"
+    address_prefixes_cidr:
+      - 10.1.0.0/16
+      - 172.100.0.0/16
+    dns_servers:
+      - 127.0.0.1
+      - 127.0.0.3
+
+- name: Add subnet
+  azure_rm_subnet:
+    name: "{{ subnetname }}"
+    virtual_network_name: "{{ vnname }}"
+    resource_group: "{{ resource_group }}"
+    address_prefix_cidr: "10.1.0.0/24"
+
 - name: Create instance of Database Account -- check mode
   azure_rm_cosmosdbaccount:
     resource_group: "{{ resource_group }}"
@@ -30,6 +50,13 @@
       - name: westus
         failover_priority: 1
     database_account_offer_type: Standard
+    is_virtual_network_filter_enabled: yes
+    virtual_network_rules:
+      - subnet:
+          resource_group: "{{ resource_group }}"
+          virtual_network_name: "{{ vnname }}"
+          subnet_name: "{{ subnetname }}"
+        ignore_missing_vnet_service_endpoint: yes
   register: output
 - name: Assert the resource instance is well created
   assert:
@@ -47,6 +74,13 @@
       - name: westus
         failover_priority: 1
     database_account_offer_type: Standard
+    is_virtual_network_filter_enabled: yes
+    virtual_network_rules:
+      - subnet:
+          resource_group: "{{ resource_group }}"
+          virtual_network_name: "{{ vnname }}"
+          subnet_name: "{{ subnetname }}"
+        ignore_missing_vnet_service_endpoint: yes
   register: output
 - name: Assert the state has not changed
   assert:
@@ -64,6 +98,13 @@
       - name: westus
         failover_priority: 1
     database_account_offer_type: Standard
+    is_virtual_network_filter_enabled: yes
+    virtual_network_rules:
+      - subnet:
+          resource_group: "{{ resource_group }}"
+          virtual_network_name: "{{ vnname }}"
+          subnet_name: "{{ subnetname }}"
+        ignore_missing_vnet_service_endpoint: yes
     enable_automatic_failover: yes
   register: output
 - name: Assert the state has not changed
diff --git a/test/runner/requirements/integration.cloud.azure.txt b/test/runner/requirements/integration.cloud.azure.txt
index 6bcc4ad21db..fbbc2d5d5f1 100644
--- a/test/runner/requirements/integration.cloud.azure.txt
+++ b/test/runner/requirements/integration.cloud.azure.txt
@@ -28,6 +28,6 @@ msrest==0.6.1
 msrestazure==0.5.0
 azure-keyvault==1.0.0a1
 azure-graphrbac==0.40.0
-azure-mgmt-cosmosdb==0.5.1
+azure-mgmt-cosmosdb==0.5.2
 azure-mgmt-hdinsight==0.1.0
 azure-mgmt-devtestlabs==2.2.0