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diff --git a/playbooks/provisioning/openstack/prerequisites.yml b/playbooks/provisioning/openstack/prerequisites.yml
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+++ b/playbooks/provisioning/openstack/prerequisites.yml
@@ -0,0 +1,123 @@
+---
+- hosts: localhost
+  tasks:
+
+  # Sanity check of inventory variables
+  - include: net_vars_check.yaml
+
+  # Check ansible
+  - name: Check Ansible version
+    assert:
+      that: >
+        (ansible_version.major == 2 and ansible_version.minor >= 3) or
+        (ansible_version.major > 2)
+      msg: "Ansible version must be at least 2.3"
+
+  # Check shade
+  - name: Try to import python module shade
+    command: python -c "import shade"
+    ignore_errors: yes
+    register: shade_result
+  - name: Check if shade is installed
+    assert:
+      that: 'shade_result.rc == 0'
+      msg: "Python module shade is not installed"
+
+  # Check jmespath
+  - name: Try to import python module shade
+    command: python -c "import jmespath"
+    ignore_errors: yes
+    register: jmespath_result
+  - name: Check if jmespath is installed
+    assert:
+      that: 'jmespath_result.rc == 0'
+      msg: "Python module jmespath is not installed"
+
+  # Check python-dns
+  - name: Try to import python DNS module
+    command: python -c "import dns"
+    ignore_errors: yes
+    register: pythondns_result
+  - name: Check if python-dns is installed
+    assert:
+      that: 'pythondns_result.rc == 0'
+      msg: "Python module python-dns is not installed"
+
+  # Check jinja2
+  - name: Try to import jinja2 module
+    command: python -c "import jinja2"
+    ignore_errors: yes
+    register: jinja_result
+  - name: Check if jinja2 is installed
+    assert:
+      that: 'jinja_result.rc == 0'
+      msg: "Python module jinja2 is not installed"
+
+  # Check Glance image
+  - name: Try to get image facts
+    os_image_facts:
+      image: "{{ openstack_default_image_name }}"
+    register: image_result
+  - name: Check that image is available
+    assert:
+      that: "image_result.ansible_facts.openstack_image"
+      msg: "Image {{ openstack_default_image_name }} is not available"
+
+  # Check network name
+  - name: Try to get network facts
+    os_networks_facts:
+      name: "{{ openstack_external_network_name }}"
+    register: network_result
+    when: not openstack_provider_network_name|default(None)
+  - name: Check that network is available
+    assert:
+      that: "network_result.ansible_facts.openstack_networks"
+      msg: "Network {{ openstack_external_network_name }} is not available"
+    when: not openstack_provider_network_name|default(None)
+
+  # Check keypair
+  # TODO kpilatov: there is no Ansible module for getting OS keypairs
+  #                (os_keypair is not suitable for this)
+  #                this method does not force python-openstackclient dependency
+  - name: Try to show keypair
+    command: >
+             python -c 'import shade; cloud = shade.openstack_cloud();
+             exit(cloud.get_keypair("{{ openstack_ssh_public_key }}") is None)'
+    ignore_errors: yes
+    register: key_result
+  - name: Check that keypair is available
+    assert:
+      that: 'key_result.rc == 0'
+      msg: "Keypair {{ openstack_ssh_public_key }} is not available"
+
+# Check that custom images and flavors exist
+- hosts: localhost
+
+  # Include variables that will be used by heat
+  vars_files:
+  - stack_params.yaml
+
+  tasks:
+  # Check that custom images are available
+  - include: custom_image_check.yaml
+    with_items:
+    - "{{ openstack_master_image }}"
+    - "{{ openstack_infra_image }}"
+    - "{{ openstack_node_image }}"
+    - "{{ openstack_lb_image }}"
+    - "{{ openstack_etcd_image }}"
+    - "{{ openstack_dns_image }}"
+    loop_control:
+      loop_var: image
+
+  # Check that custom flavors are available
+  - include: custom_flavor_check.yaml
+    with_items:
+    - "{{ master_flavor }}"
+    - "{{ infra_flavor }}"
+    - "{{ node_flavor }}"
+    - "{{ lb_flavor }}"
+    - "{{ etcd_flavor }}"
+    - "{{ dns_flavor }}"
+    loop_control:
+      loop_var: flavor