diff --git a/compose/bundle.py b/compose/bundle.py
new file mode 100644
index 000000000..e93c5bd9c
--- /dev/null
+++ b/compose/bundle.py
@@ -0,0 +1,224 @@
+from __future__ import absolute_import
+from __future__ import unicode_literals
+
+import json
+import logging
+
+import six
+from docker.utils import split_command
+from docker.utils.ports import split_port
+
+from .cli.errors import UserError
+from .config.serialize import denormalize_config
+from .network import get_network_defs_for_service
+from .service import format_environment
+from .service import NoSuchImageError
+from .service import parse_repository_tag
+
+
+log = logging.getLogger(__name__)
+
+
+SERVICE_KEYS = {
+    'working_dir': 'WorkingDir',
+    'user': 'User',
+    'labels': 'Labels',
+}
+
+IGNORED_KEYS = {'build'}
+
+SUPPORTED_KEYS = {
+    'image',
+    'ports',
+    'expose',
+    'networks',
+    'command',
+    'environment',
+    'entrypoint',
+} | set(SERVICE_KEYS)
+
+VERSION = '0.1'
+
+
+def serialize_bundle(config, image_digests):
+    if config.networks:
+        log.warn("Unsupported top level key 'networks' - ignoring")
+
+    if config.volumes:
+        log.warn("Unsupported top level key 'volumes' - ignoring")
+
+    return json.dumps(
+        to_bundle(config, image_digests),
+        indent=2,
+        sort_keys=True,
+    )
+
+
+def get_image_digests(project):
+    return {
+        service.name: get_image_digest(service)
+        for service in project.services
+    }
+
+
+def get_image_digest(service):
+    if 'image' not in service.options:
+        raise UserError(
+            "Service '{s.name}' doesn't define an image tag. An image name is "
+            "required to generate a proper image digest for the bundle. Specify "
+            "an image repo and tag with the 'image' option.".format(s=service))
+
+    repo, tag, separator = parse_repository_tag(service.options['image'])
+    # Compose file already uses a digest, no lookup required
+    if separator == '@':
+        return service.options['image']
+
+    try:
+        image = service.image()
+    except NoSuchImageError:
+        action = 'build' if 'build' in service.options else 'pull'
+        raise UserError(
+            "Image not found for service '{service}'. "
+            "You might need to run `docker-compose {action} {service}`."
+            .format(service=service.name, action=action))
+
+    if image['RepoDigests']:
+        # TODO: pick a digest based on the image tag if there are multiple
+        # digests
+        return image['RepoDigests'][0]
+
+    if 'build' not in service.options:
+        log.warn(
+            "Compose needs to pull the image for '{s.name}' in order to create "
+            "a bundle. This may result in a more recent image being used. "
+            "It is recommended that you use an image tagged with a "
+            "specific version to minimize the potential "
+            "differences.".format(s=service))
+        digest = service.pull()
+    else:
+        try:
+            digest = service.push()
+        except:
+            log.error(
+                "Failed to push image for service '{s.name}'. Please use an "
+                "image tag that can be pushed to a Docker "
+                "registry.".format(s=service))
+            raise
+
+    if not digest:
+        raise ValueError("Failed to get digest for %s" % service.name)
+
+    identifier = '{repo}@{digest}'.format(repo=repo, digest=digest)
+
+    # Pull by digest so that image['RepoDigests'] is populated for next time
+    # and we don't have to pull/push again
+    service.client.pull(identifier)
+
+    return identifier
+
+
+def to_bundle(config, image_digests):
+    config = denormalize_config(config)
+
+    return {
+        'version': VERSION,
+        'services': {
+            name: convert_service_to_bundle(
+                name,
+                service_dict,
+                image_digests[name],
+            )
+            for name, service_dict in config['services'].items()
+        },
+    }
+
+
+def convert_service_to_bundle(name, service_dict, image_digest):
+    container_config = {'Image': image_digest}
+
+    for key, value in service_dict.items():
+        if key in IGNORED_KEYS:
+            continue
+
+        if key not in SUPPORTED_KEYS:
+            log.warn("Unsupported key '{}' in services.{} - ignoring".format(key, name))
+            continue
+
+        if key == 'environment':
+            container_config['Env'] = format_environment({
+                envkey: envvalue for envkey, envvalue in value.items()
+                if envvalue
+            })
+            continue
+
+        if key in SERVICE_KEYS:
+            container_config[SERVICE_KEYS[key]] = value
+            continue
+
+    set_command_and_args(
+        container_config,
+        service_dict.get('entrypoint', []),
+        service_dict.get('command', []))
+    container_config['Networks'] = make_service_networks(name, service_dict)
+
+    ports = make_port_specs(service_dict)
+    if ports:
+        container_config['Ports'] = ports
+
+    return container_config
+
+
+# See https://github.com/docker/swarmkit/blob//agent/exec/container/container.go#L95
+def set_command_and_args(config, entrypoint, command):
+    if isinstance(entrypoint, six.string_types):
+        entrypoint = split_command(entrypoint)
+    if isinstance(command, six.string_types):
+        command = split_command(command)
+
+    if entrypoint:
+        config['Command'] = entrypoint + command
+        return
+
+    if command:
+        config['Args'] = command
+
+
+def make_service_networks(name, service_dict):
+    networks = []
+
+    for network_name, network_def in get_network_defs_for_service(service_dict).items():
+        for key in network_def.keys():
+            log.warn(
+                "Unsupported key '{}' in services.{}.networks.{} - ignoring"
+                .format(key, name, network_name))
+
+        networks.append(network_name)
+
+    return networks
+
+
+def make_port_specs(service_dict):
+    ports = []
+
+    internal_ports = [
+        internal_port
+        for port_def in service_dict.get('ports', [])
+        for internal_port in split_port(port_def)[0]
+    ]
+
+    internal_ports += service_dict.get('expose', [])
+
+    for internal_port in internal_ports:
+        spec = make_port_spec(internal_port)
+        if spec not in ports:
+            ports.append(spec)
+
+    return ports
+
+
+def make_port_spec(value):
+    components = six.text_type(value).partition('/')
+    return {
+        'Protocol': components[2] or 'tcp',
+        'Port': int(components[0]),
+    }
diff --git a/compose/cli/command.py b/compose/cli/command.py
index 1aa36cb07..09a9ced81 100644
--- a/compose/cli/command.py
+++ b/compose/cli/command.py
@@ -36,6 +36,16 @@ def project_from_options(project_dir, options):
     )
 
 
+def get_config_from_options(base_dir, options):
+    environment = Environment.from_env_file(base_dir)
+    config_path = get_config_path_from_options(
+        base_dir, options, environment
+    )
+    return config.load(
+        config.find(base_dir, config_path, environment)
+    )
+
+
 def get_config_path_from_options(base_dir, options, environment):
     file_option = options.get('--file')
     if file_option:
diff --git a/compose/cli/main.py b/compose/cli/main.py
index afde71506..3e4404630 100644
--- a/compose/cli/main.py
+++ b/compose/cli/main.py
@@ -14,10 +14,10 @@ from operator import attrgetter
 from . import errors
 from . import signals
 from .. import __version__
-from ..config import config
+from ..bundle import get_image_digests
+from ..bundle import serialize_bundle
 from ..config import ConfigurationError
 from ..config import parse_environment
-from ..config.environment import Environment
 from ..config.serialize import serialize_config
 from ..const import DEFAULT_TIMEOUT
 from ..const import IS_WINDOWS_PLATFORM
@@ -30,7 +30,7 @@ from ..service import BuildError
 from ..service import ConvergenceStrategy
 from ..service import ImageType
 from ..service import NeedsBuildError
-from .command import get_config_path_from_options
+from .command import get_config_from_options
 from .command import project_from_options
 from .docopt_command import DocoptDispatcher
 from .docopt_command import get_handler
@@ -98,7 +98,7 @@ def perform_command(options, handler, command_options):
         handler(command_options)
         return
 
-    if options['COMMAND'] == 'config':
+    if options['COMMAND'] in ('config', 'bundle'):
         command = TopLevelCommand(None)
         handler(command, options, command_options)
         return
@@ -164,6 +164,7 @@ class TopLevelCommand(object):
 
     Commands:
       build              Build or rebuild services
+      bundle             Generate a Docker bundle from the Compose file
       config             Validate and view the compose file
       create             Create services
       down               Stop and remove containers, networks, images, and volumes
@@ -176,6 +177,7 @@ class TopLevelCommand(object):
       port               Print the public port for a port binding
       ps                 List containers
       pull               Pulls service images
+      push               Push service images
       restart            Restart services
       rm                 Remove stopped containers
       run                Run a one-off command
@@ -212,6 +214,34 @@ class TopLevelCommand(object):
             pull=bool(options.get('--pull', False)),
             force_rm=bool(options.get('--force-rm', False)))
 
+    def bundle(self, config_options, options):
+        """
+        Generate a Docker bundle from the Compose file.
+
+        Local images will be pushed to a Docker registry, and remote images
+        will be pulled to fetch an image digest.
+
+        Usage: bundle [options]
+
+        Options:
+            -o, --output PATH          Path to write the bundle file to.
+                                       Defaults to "<project name>.dsb".
+        """
+        self.project = project_from_options('.', config_options)
+        compose_config = get_config_from_options(self.project_dir, config_options)
+
+        output = options["--output"]
+        if not output:
+            output = "{}.dsb".format(self.project.name)
+
+        with errors.handle_connection_errors(self.project.client):
+            image_digests = get_image_digests(self.project)
+
+        with open(output, 'w') as f:
+            f.write(serialize_bundle(compose_config, image_digests))
+
+        log.info("Wrote bundle to {}".format(output))
+
     def config(self, config_options, options):
         """
         Validate and view the compose file.
@@ -224,13 +254,7 @@ class TopLevelCommand(object):
             --services      Print the service names, one per line.
 
         """
-        environment = Environment.from_env_file(self.project_dir)
-        config_path = get_config_path_from_options(
-            self.project_dir, config_options, environment
-        )
-        compose_config = config.load(
-            config.find(self.project_dir, config_path, environment)
-        )
+        compose_config = get_config_from_options(self.project_dir, config_options)
 
         if options['--quiet']:
             return
@@ -518,6 +542,20 @@ class TopLevelCommand(object):
             ignore_pull_failures=options.get('--ignore-pull-failures')
         )
 
+    def push(self, options):
+        """
+        Pushes images for services.
+
+        Usage: push [options] [SERVICE...]
+
+        Options:
+            --ignore-push-failures  Push what it can and ignores images with push failures.
+        """
+        self.project.push(
+            service_names=options['SERVICE'],
+            ignore_push_failures=options.get('--ignore-push-failures')
+        )
+
     def rm(self, options):
         """
         Removes stopped service containers.
diff --git a/compose/config/serialize.py b/compose/config/serialize.py
index 52de77b83..b788a55de 100644
--- a/compose/config/serialize.py
+++ b/compose/config/serialize.py
@@ -18,7 +18,7 @@ yaml.SafeDumper.add_representer(types.VolumeFromSpec, serialize_config_type)
 yaml.SafeDumper.add_representer(types.VolumeSpec, serialize_config_type)
 
 
-def serialize_config(config):
+def denormalize_config(config):
     denormalized_services = [
         denormalize_service_dict(service_dict, config.version)
         for service_dict in config.services
@@ -32,15 +32,17 @@ def serialize_config(config):
         if 'external_name' in net_conf:
             del net_conf['external_name']
 
-    output = {
+    return {
         'version': V2_0,
         'services': services,
         'networks': networks,
         'volumes': config.volumes,
     }
 
+
+def serialize_config(config):
     return yaml.safe_dump(
-        output,
+        denormalize_config(config),
         default_flow_style=False,
         indent=2,
         width=80)
diff --git a/compose/progress_stream.py b/compose/progress_stream.py
index 1f873d1d9..a0f5601f1 100644
--- a/compose/progress_stream.py
+++ b/compose/progress_stream.py
@@ -91,3 +91,22 @@ def print_output_event(event, stream, is_terminal):
         stream.write("%s%s" % (event['stream'], terminator))
     else:
         stream.write("%s%s\n" % (status, terminator))
+
+
+def get_digest_from_pull(events):
+    for event in events:
+        status = event.get('status')
+        if not status or 'Digest' not in status:
+            continue
+
+        _, digest = status.split(':', 1)
+        return digest.strip()
+    return None
+
+
+def get_digest_from_push(events):
+    for event in events:
+        digest = event.get('aux', {}).get('Digest')
+        if digest:
+            return digest
+    return None
diff --git a/compose/project.py b/compose/project.py
index 1b7fde23b..676b6ae8c 100644
--- a/compose/project.py
+++ b/compose/project.py
@@ -440,6 +440,10 @@ class Project(object):
         for service in self.get_services(service_names, include_deps=False):
             service.pull(ignore_pull_failures)
 
+    def push(self, service_names=None, ignore_push_failures=False):
+        for service in self.get_services(service_names, include_deps=False):
+            service.push(ignore_push_failures)
+
     def _labeled_containers(self, stopped=False, one_off=OneOffFilter.exclude):
         return list(filter(None, [
             Container.from_ps(self.client, container)
diff --git a/compose/service.py b/compose/service.py
index 8b9f64f0f..af572e5b5 100644
--- a/compose/service.py
+++ b/compose/service.py
@@ -15,6 +15,7 @@ from docker.utils.ports import build_port_bindings
 from docker.utils.ports import split_port
 
 from . import __version__
+from . import progress_stream
 from .config import DOCKER_CONFIG_KEYS
 from .config import merge_environment
 from .config.types import VolumeSpec
@@ -806,20 +807,35 @@ class Service(object):
         repo, tag, separator = parse_repository_tag(self.options['image'])
         tag = tag or 'latest'
         log.info('Pulling %s (%s%s%s)...' % (self.name, repo, separator, tag))
-        output = self.client.pull(
-            repo,
-            tag=tag,
-            stream=True,
-        )
+        output = self.client.pull(repo, tag=tag, stream=True)
 
         try:
-            stream_output(output, sys.stdout)
+            return progress_stream.get_digest_from_pull(
+                stream_output(output, sys.stdout))
         except StreamOutputError as e:
             if not ignore_pull_failures:
                 raise
             else:
                 log.error(six.text_type(e))
 
+    def push(self, ignore_push_failures=False):
+        if 'image' not in self.options or 'build' not in self.options:
+            return
+
+        repo, tag, separator = parse_repository_tag(self.options['image'])
+        tag = tag or 'latest'
+        log.info('Pushing %s (%s%s%s)...' % (self.name, repo, separator, tag))
+        output = self.client.push(repo, tag=tag, stream=True)
+
+        try:
+            return progress_stream.get_digest_from_push(
+                stream_output(output, sys.stdout))
+        except StreamOutputError as e:
+            if not ignore_push_failures:
+                raise
+            else:
+                log.error(six.text_type(e))
+
 
 def short_id_alias_exists(container, network):
     aliases = container.get(