diff --git a/tasks/ansible.yaml b/tasks/ansible.yaml
index 87c4ac4..7c0f8be 100644
--- a/tasks/ansible.yaml
+++ b/tasks/ansible.yaml
@@ -4,3 +4,4 @@
   pip:
     name: ansible
     state: latest
+    executable: pip3
diff --git a/tasks/ara.yaml b/tasks/ara.yaml
index ca7ce76..e6179d0 100644
--- a/tasks/ara.yaml
+++ b/tasks/ara.yaml
@@ -4,8 +4,9 @@
   pip:
     name: ara
     state: present
+    executable: pip3
 
 - name: get ara location
-  shell: python -c "import os,ara; print(os.path.dirname(ara.__file__))"
+  shell: python3 -c "import os,ara; print(os.path.dirname(ara.__file__))"
   register: _ara_location
   changed_when: false
diff --git a/tasks/cleanup.yaml b/tasks/cleanup.yaml
index 0223fb4..5311fbf 100644
--- a/tasks/cleanup.yaml
+++ b/tasks/cleanup.yaml
@@ -1,6 +1,6 @@
 ---
 
-- name: cleanup debian ansible package
+- name: make sure debian ansible package is absent
   apt:
     pkg: ansible
     state: absent
@@ -20,15 +20,41 @@
   pip:
     name: ara
     state: absent
+    executable: pip3
   when: not ansible_use_ara
 
 - name: cleanup mitogen pip package
   pip:
     name: mitogen
     state: absent
+    executable: pip3
   when: not ansible_use_mitogen
 
 - name: cleanup ansible ovh module
   file:
     path: /usr/share/ansible/modules/ovh/
     state: absent
+
+- name: make sure old python2 ansible pip package is absent
+  pip:
+    name: ansible
+    state: absent
+    executable: pip2
+
+- name: make sure old python2 ara pip package is absent
+  pip:
+    name: ara
+    state: absent
+    executable: pip2
+
+- name: make sure old python2 ovh client package is absent
+  pip:
+    name: ovh
+    executable: pip2
+    state: absent
+
+- name: make sure old python2 mitogen pip package is absent
+  pip:
+    name: mitogen
+    state: absent
+    executable: pip2
diff --git a/tasks/mitogen.yaml b/tasks/mitogen.yaml
index 1251362..b6d3657 100644
--- a/tasks/mitogen.yaml
+++ b/tasks/mitogen.yaml
@@ -4,8 +4,9 @@
   pip:
     name: mitogen
     state: latest
+    executable: pip3
 
 - name: get ansible_mitogen location
-  shell: python -c "import os,ansible_mitogen; print(os.path.dirname(ansible_mitogen.__file__))"
+  shell: python3 -c "import os,ansible_mitogen; print(os.path.dirname(ansible_mitogen.__file__))"
   register: _ansible_mitogen_location
   changed_when: false
diff --git a/tasks/ovh_module.yaml b/tasks/ovh_module.yaml
index f79485a..3b8b976 100644
--- a/tasks/ovh_module.yaml
+++ b/tasks/ovh_module.yaml
@@ -3,6 +3,7 @@
 - name: python ovh client
   pip:
     name: ovh
+    executable: pip3
 
 - name: ansible ovh module
   git:
diff --git a/tasks/setup_Debian.yaml b/tasks/setup_Debian.yaml
index 2446a6b..86a5d25 100644
--- a/tasks/setup_Debian.yaml
+++ b/tasks/setup_Debian.yaml
@@ -7,16 +7,16 @@
       - ipv6calc
       - uuid
       - git
-      - python-jmespath
+      - python3-jmespath
       # ara required_packages:
       - gcc
       - libffi-dev
       - libssl-dev
       - libxml2-dev
       - libxslt-dev
-      - python-dev
-      - python-setuptools
-      - python-pymysql
+      - python3-dev
+      - python3-setuptools
+      - python3-pymysql
       #- which
-      - python-libcloud
-      - python-netaddr
+      - python3-libcloud
+      - python3-netaddr