diff --git a/certbot-ci/certbot_integration_tests/conftest.py b/certbot-ci/certbot_integration_tests/conftest.py
index 0879c829c..6eb9ee865 100644
--- a/certbot-ci/certbot_integration_tests/conftest.py
+++ b/certbot-ci/certbot_integration_tests/conftest.py
@@ -6,6 +6,7 @@ for a directory a specific configuration using built-in pytest hooks.
 
 See https://docs.pytest.org/en/latest/reference.html#hook-reference
 """
+from __future__ import print_function
 import contextlib
 import subprocess
 import sys
diff --git a/certbot-ci/setup.py b/certbot-ci/setup.py
index 71052bd3e..fb82b6ca5 100644
--- a/certbot-ci/setup.py
+++ b/certbot-ci/setup.py
@@ -10,6 +10,7 @@ version = '0.32.0.dev0'
 install_requires = [
     'coverage',
     'cryptography',
+    'docker-compose',
     'pyopenssl',
     'pytest',
     'pytest-cov',
diff --git a/tools/dev_constraints.txt b/tools/dev_constraints.txt
index a4c877ba8..d5d78c96a 100644
--- a/tools/dev_constraints.txt
+++ b/tools/dev_constraints.txt
@@ -11,8 +11,11 @@ attrs==17.3.0
 Babel==2.5.1
 backports.functools-lru-cache==1.5
 backports.shutil-get-terminal-size==1.0.0
+backports.ssl-match-hostname==3.7.0.1
+bcrypt==3.1.6
 boto3==1.9.36
 botocore==1.12.36
+cached-property==1.5.1
 cloudflare==1.5.1
 codecov==2.0.15
 configparser==3.7.4
@@ -21,8 +24,14 @@ coverage==4.5.4
 decorator==4.1.2
 dns-lexicon==3.2.1
 dnspython==1.15.0
+docker==3.7.2
+docker-compose==1.25.0
+docker-pycreds==0.4.0
+dockerpty==0.4.1
+docopt==0.6.2
 docutils==0.12
 execnet==1.5.0
+functools32==3.2.3.post2
 future==0.16.0
 futures==3.1.1
 filelock==3.0.12
@@ -37,6 +46,7 @@ isort==4.3.21
 Jinja2==2.9.6
 jmespath==0.9.3
 josepy==1.1.0
+jsonschema==2.6.0
 lazy-object-proxy==1.4.3
 logger==1.4
 logilab-common==1.4.1
@@ -48,6 +58,7 @@ mypy-extensions==0.4.3
 ndg-httpsclient==0.3.2
 oauth2client==4.0.0
 packaging==19.2
+paramiko==2.4.2
 pathlib2==2.3.0
 pexpect==4.7.0
 pickleshare==0.7.4
@@ -62,6 +73,7 @@ Pygments==2.2.0
 pylint==2.4.3
 # If pynsist version is upgraded, our NSIS template windows-installer/template.nsi
 # must be upgraded if necessary using the new built-in one from pynsist.
+pynacl==1.3.0
 pynsist==2.4
 pytest==3.2.5
 pytest-cov==2.5.1
@@ -85,6 +97,7 @@ snowballstemmer==1.2.1
 Sphinx==1.7.5
 sphinx-rtd-theme==0.2.4
 sphinxcontrib-websupport==1.0.1
+texttable==0.9.1
 tldextract==2.2.0
 toml==0.10.0
 tox==3.14.0
@@ -96,5 +109,6 @@ typing==3.6.4
 uritemplate==3.0.0
 virtualenv==16.6.2
 wcwidth==0.1.7
+websocket-client==0.56.0
 wrapt==1.11.2
 zipp==0.6.0