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-rw-r--r--nova/api/openstack/images.py152
-rw-r--r--nova/compute/api.py31
-rw-r--r--nova/image/glance.py160
-rw-r--r--nova/image/local.py9
-rw-r--r--nova/image/service.py61
-rw-r--r--nova/test.py57
-rw-r--r--nova/tests/api/openstack/fakes.py25
-rw-r--r--nova/tests/api/openstack/test_images.py263
-rw-r--r--nova/tests/image/test_glance.py265
-rw-r--r--nova/utils.py42
10 files changed, 746 insertions, 319 deletions
diff --git a/nova/api/openstack/images.py b/nova/api/openstack/images.py
index 99c14275a..79852ecc6 100644
--- a/nova/api/openstack/images.py
+++ b/nova/api/openstack/images.py
@@ -15,10 +15,14 @@
# License for the specific language governing permissions and limitations
# under the License.
+import datetime
+
from webob import exc
from nova import compute
+from nova import exception
from nova import flags
+from nova import log
from nova import utils
from nova import wsgi
import nova.api.openstack
@@ -27,6 +31,8 @@ from nova.api.openstack import faults
import nova.image.service
+LOG = log.getLogger('nova.api.openstack.images')
+
FLAGS = flags.FLAGS
@@ -84,8 +90,6 @@ def _translate_status(item):
# S3ImageService
pass
- return item
-
def _filter_keys(item, keys):
"""
@@ -104,6 +108,100 @@ def _convert_image_id_to_hash(image):
image['id'] = image_id
+def _translate_s3_like_images(image_metadata):
+ """Work-around for leaky S3ImageService abstraction"""
+ api_metadata = image_metadata.copy()
+ _convert_image_id_to_hash(api_metadata)
+ api_metadata = _translate_keys(api_metadata)
+ _translate_status(api_metadata)
+ return api_metadata
+
+
+def _translate_from_image_service_to_api(image_metadata):
+ """Translate from ImageService to OpenStack API style attribute names
+
+ This involves 4 steps:
+
+ 1. Filter out attributes that the OpenStack API doesn't need
+
+ 2. Translate from base image attributes from names used by
+ BaseImageService to names used by OpenStack API
+
+ 3. Add in any image properties
+
+ 4. Format values according to API spec (for example dates must
+ look like "2010-08-10T12:00:00Z")
+ """
+ service_metadata = image_metadata.copy()
+ properties = service_metadata.pop('properties', {})
+
+ # 1. Filter out unecessary attributes
+ api_keys = ['id', 'name', 'updated_at', 'created_at', 'status']
+ api_metadata = utils.subset_dict(service_metadata, api_keys)
+
+ # 2. Translate base image attributes
+ api_map = {'updated_at': 'updated', 'created_at': 'created'}
+ api_metadata = utils.map_dict_keys(api_metadata, api_map)
+
+ # 3. Add in any image properties
+ # 3a. serverId is used for backups and snapshots
+ try:
+ api_metadata['serverId'] = int(properties['instance_id'])
+ except KeyError:
+ pass # skip if it's not present
+ except ValueError:
+ pass # skip if it's not an integer
+
+ # 3b. Progress special case
+ # TODO(sirp): ImageService doesn't have a notion of progress yet, so for
+ # now just fake it
+ if service_metadata['status'] == 'saving':
+ api_metadata['progress'] = 0
+
+ # 4. Format values
+ # 4a. Format Image Status (API requires uppercase)
+ api_metadata['status'] = _format_status_for_api(api_metadata['status'])
+
+ # 4b. Format timestamps
+ for attr in ('created', 'updated'):
+ if attr in api_metadata:
+ api_metadata[attr] = _format_datetime_for_api(
+ api_metadata[attr])
+
+ return api_metadata
+
+
+def _format_status_for_api(status):
+ """Return status in a format compliant with OpenStack API"""
+ mapping = {'queued': 'QUEUED',
+ 'preparing': 'PREPARING',
+ 'saving': 'SAVING',
+ 'active': 'ACTIVE',
+ 'killed': 'FAILED'}
+ return mapping[status]
+
+
+def _format_datetime_for_api(datetime_):
+ """Stringify datetime objects in a format compliant with OpenStack API"""
+ API_DATETIME_FMT = '%Y-%m-%dT%H:%M:%SZ'
+ return datetime_.strftime(API_DATETIME_FMT)
+
+
+def _safe_translate(image_metadata):
+ """Translate attributes for OpenStack API, temporary workaround for
+ S3ImageService attribute leakage.
+ """
+ # FIXME(sirp): The S3ImageService appears to be leaking implementation
+ # details, including its internal attribute names, and internal
+ # `status` values. Working around it for now.
+ s3_like_image = ('imageId' in image_metadata)
+ if s3_like_image:
+ translate = _translate_s3_like_images
+ else:
+ translate = _translate_from_image_service_to_api
+ return translate(image_metadata)
+
+
class Controller(wsgi.Controller):
_serialization_metadata = {
@@ -117,34 +215,32 @@ class Controller(wsgi.Controller):
def index(self, req):
"""Return all public images in brief"""
- items = self._service.index(req.environ['nova.context'])
- items = common.limited(items, req)
- items = [_filter_keys(item, ('id', 'name')) for item in items]
- return dict(images=items)
+ context = req.environ['nova.context']
+ image_metas = self._service.index(context)
+ image_metas = common.limited(image_metas, req)
+ return dict(images=image_metas)
def detail(self, req):
"""Return all public images in detail"""
- try:
- items = self._service.detail(req.environ['nova.context'])
- except NotImplementedError:
- items = self._service.index(req.environ['nova.context'])
- for image in items:
- _convert_image_id_to_hash(image)
-
- items = common.limited(items, req)
- items = [_translate_keys(item) for item in items]
- items = [_translate_status(item) for item in items]
- return dict(images=items)
+ context = req.environ['nova.context']
+ image_metas = self._service.detail(context)
+ image_metas = common.limited(image_metas, req)
+ api_image_metas = [_safe_translate(image_meta)
+ for image_meta in image_metas]
+ return dict(images=api_image_metas)
def show(self, req, id):
"""Return data about the given image id"""
- image_id = common.get_image_id_from_image_hash(self._service,
- req.environ['nova.context'], id)
+ context = req.environ['nova.context']
+ try:
+ image_id = common.get_image_id_from_image_hash(
+ self._service, context, id)
+ except exception.NotFound:
+ raise faults.Fault(exc.HTTPNotFound())
- image = self._service.show(req.environ['nova.context'], image_id)
- _convert_image_id_to_hash(image)
- self._format_image_dates(image)
- return dict(image=image)
+ image_meta = self._service.show(context, image_id)
+ api_image_meta = _safe_translate(image_meta)
+ return dict(image=api_image_meta)
def delete(self, req, id):
# Only public images are supported for now.
@@ -155,18 +251,12 @@ class Controller(wsgi.Controller):
env = self._deserialize(req.body, req.get_content_type())
instance_id = env["image"]["serverId"]
name = env["image"]["name"]
-
image_meta = compute.API().snapshot(
context, instance_id, name)
-
- return dict(image=image_meta)
+ api_image_meta = _safe_translate(image_meta)
+ return dict(image=api_image_meta)
def update(self, req, id):
# Users may not modify public images, and that's all that
# we support for now.
raise faults.Fault(exc.HTTPNotFound())
-
- def _format_image_dates(self, image):
- for attr in ['created_at', 'updated_at', 'deleted_at']:
- if image.get(attr) is not None:
- image[attr] = image[attr].strftime('%Y-%m-%dT%H:%M:%SZ')
diff --git a/nova/compute/api.py b/nova/compute/api.py
index f4aab97de..af02e1a59 100644
--- a/nova/compute/api.py
+++ b/nova/compute/api.py
@@ -397,20 +397,26 @@ class API(base.Base):
fixed_ip=None):
"""Get all instances, possibly filtered by one of the
given parameters. If there is no filter and the context is
- an admin, it will retreive all instances in the system."""
+ an admin, it will retreive all instances in the system.
+ """
if reservation_id is not None:
- return self.db.instance_get_all_by_reservation(context,
- reservation_id)
+ return self.db.instance_get_all_by_reservation(
+ context, reservation_id)
+
if fixed_ip is not None:
return self.db.fixed_ip_get_instance(context, fixed_ip)
+
if project_id or not context.is_admin:
if not context.project:
- return self.db.instance_get_all_by_user(context,
- context.user_id)
+ return self.db.instance_get_all_by_user(
+ context, context.user_id)
+
if project_id is None:
project_id = context.project_id
- return self.db.instance_get_all_by_project(context,
- project_id)
+
+ return self.db.instance_get_all_by_project(
+ context, project_id)
+
return self.db.instance_get_all(context)
def _cast_compute_message(self, method, context, instance_id, host=None,
@@ -460,12 +466,15 @@ class API(base.Base):
:retval: A dict containing image metadata
"""
- data = {'name': name, 'is_public': False}
- image_meta = self.image_service.create(context, data)
- params = {'image_id': image_meta['id']}
+ properties = {'instance_id': str(instance_id),
+ 'user_id': str(context.user_id)}
+ sent_meta = {'name': name, 'is_public': False,
+ 'properties': properties}
+ recv_meta = self.image_service.create(context, sent_meta)
+ params = {'image_id': recv_meta['id']}
self._cast_compute_message('snapshot_instance', context, instance_id,
params=params)
- return image_meta
+ return recv_meta
def reboot(self, context, instance_id):
"""Reboot the given instance."""
diff --git a/nova/image/glance.py b/nova/image/glance.py
index 9984a3ba1..be9805b69 100644
--- a/nova/image/glance.py
+++ b/nova/image/glance.py
@@ -39,7 +39,17 @@ GlanceClient = utils.import_class('glance.client.Client')
class GlanceImageService(service.BaseImageService):
"""Provides storage and retrieval of disk image objects within Glance."""
+ GLANCE_ONLY_ATTRS = ["size", "location", "disk_format",
+ "container_format"]
+
+ # NOTE(sirp): Overriding to use _translate_to_service provided by
+ # BaseImageService
+ SERVICE_IMAGE_ATTRS = service.BaseImageService.BASE_IMAGE_ATTRS +\
+ GLANCE_ONLY_ATTRS
+
def __init__(self, client=None):
+ # FIXME(sirp): can we avoid dependency-injection here by using
+ # stubbing out a fake?
if client is None:
self.client = GlanceClient(FLAGS.glance_host, FLAGS.glance_port)
else:
@@ -49,39 +59,43 @@ class GlanceImageService(service.BaseImageService):
"""
Calls out to Glance for a list of images available
"""
- return self.client.get_images()
+ # NOTE(sirp): We need to use `get_images_detailed` and not
+ # `get_images` here because we need `is_public` and `properties`
+ # included so we can filter by user
+ filtered = []
+ image_metas = self.client.get_images_detailed()
+ for image_meta in image_metas:
+ if self._is_image_available(context, image_meta):
+ meta_subset = utils.subset_dict(image_meta, ('id', 'name'))
+ filtered.append(meta_subset)
+ return filtered
def detail(self, context):
"""
Calls out to Glance for a list of detailed image information
"""
- return [self._convert_timestamps_to_datetimes(image)
- for image in self.client.get_images_detailed()]
+ filtered = []
+ image_metas = self.client.get_images_detailed()
+ for image_meta in image_metas:
+ if self._is_image_available(context, image_meta):
+ base_image_meta = self._translate_to_base(image_meta)
+ filtered.append(base_image_meta)
+ return filtered
def show(self, context, image_id):
"""
Returns a dict containing image data for the given opaque image id.
"""
try:
- image = self.client.get_image_meta(image_id)
+ image_meta = self.client.get_image_meta(image_id)
except glance_exception.NotFound:
raise exception.NotFound
- return self._convert_timestamps_to_datetimes(image)
- def _convert_timestamps_to_datetimes(self, image):
- """
- Returns image with known timestamp fields converted to datetime objects
- """
- for attr in ['created_at', 'updated_at', 'deleted_at']:
- if image.get(attr):
- image[attr] = self._parse_glance_iso8601_timestamp(image[attr])
- return image
+ if not self._is_image_available(context, image_meta):
+ raise exception.NotFound
- def _parse_glance_iso8601_timestamp(self, timestamp):
- """
- Parse a subset of iso8601 timestamps into datetime objects
- """
- return datetime.datetime.strptime(timestamp, "%Y-%m-%dT%H:%M:%S.%f")
+ base_image_meta = self._translate_to_base(image_meta)
+ return base_image_meta
def show_by_name(self, context, name):
"""
@@ -89,56 +103,67 @@ class GlanceImageService(service.BaseImageService):
"""
# TODO(vish): replace this with more efficient call when glance
# supports it.
- images = self.detail(context)
- image = None
- for cantidate in images:
- if name == cantidate.get('name'):
- image = cantidate
- break
- if image is None:
- raise exception.NotFound
- return image
+ image_metas = self.detail(context)
+ for image_meta in image_metas:
+ if name == image_meta.get('name'):
+ return image_meta
+ raise exception.NotFound
def get(self, context, image_id, data):
"""
Calls out to Glance for metadata and data and writes data.
"""
try:
- metadata, image_chunks = self.client.get_image(image_id)
+ image_meta, image_chunks = self.client.get_image(image_id)
except glance_exception.NotFound:
raise exception.NotFound
+
for chunk in image_chunks:
data.write(chunk)
- return self._convert_timestamps_to_datetimes(metadata)
- def create(self, context, metadata, data=None):
+ base_image_meta = self._translate_to_base(image_meta)
+ return base_image_meta
+
+ def create(self, context, image_meta, data=None):
"""
Store the image data and return the new image id.
:raises AlreadyExists if the image already exist.
-
"""
- return self._convert_timestamps_to_datetimes(
- self.client.add_image(metadata, data))
+ # Translate Base -> Service
+ LOG.debug(_("Creating image in Glance. Metadata passed in %s"),
+ image_meta)
+ sent_service_image_meta = self._translate_to_service(image_meta)
+ LOG.debug(_("Metadata after formatting for Glance %s"),
+ sent_service_image_meta)
+
+ recv_service_image_meta = self.client.add_image(
+ sent_service_image_meta, data)
+
+ # Translate Service -> Base
+ base_image_meta = self._translate_to_base(recv_service_image_meta)
+ LOG.debug(_("Metadata returned from Glance formatted for Base %s"),
+ base_image_meta)
+ return base_image_meta
- def update(self, context, image_id, metadata, data=None):
+ def update(self, context, image_id, image_meta, data=None):
"""Replace the contents of the given image with the new data.
:raises NotFound if the image does not exist.
-
"""
try:
- metadata = self.client.update_image(image_id, metadata, data)
+ image_meta = self.client.update_image(image_id, image_meta, data)
except glance_exception.NotFound:
raise exception.NotFound
- return self._convert_timestamps_to_datetimes(metadata)
+
+ base_image_meta = self._translate_to_base(image_meta)
+ return base_image_meta
def delete(self, context, image_id):
"""
Delete the given image.
:raises NotFound if the image does not exist.
-
"""
try:
result = self.client.delete_image(image_id)
@@ -151,3 +176,62 @@ class GlanceImageService(service.BaseImageService):
Clears out all images
"""
pass
+
+ @classmethod
+ def _translate_to_base(cls, image_meta):
+ """Overriding the base translation to handle conversion to datetime
+ objects
+ """
+ image_meta = service.BaseImageService._translate_to_base(image_meta)
+ image_meta = _convert_timestamps_to_datetimes(image_meta)
+ return image_meta
+
+ @staticmethod
+ def _is_image_available(context, image_meta):
+ """
+ Images are always available if they are public or if the user is an
+ admin.
+
+ Otherwise, we filter by project_id (if present) and then fall-back to
+ images owned by user.
+ """
+ # FIXME(sirp): We should be filtering by user_id on the Glance side
+ # for security; however, we can't do that until we get authn/authz
+ # sorted out. Until then, filtering in Nova.
+ if image_meta['is_public'] or context.is_admin:
+ return True
+
+ properties = image_meta['properties']
+
+ if context.project_id and ('project_id' in properties):
+ return str(properties['project_id']) == str(project_id)
+
+ try:
+ user_id = properties['user_id']
+ except KeyError:
+ return False
+
+ return str(user_id) == str(context.user_id)
+
+
+# utility functions
+def _convert_timestamps_to_datetimes(image_meta):
+ """
+ Returns image with known timestamp fields converted to datetime objects
+ """
+ for attr in ['created_at', 'updated_at', 'deleted_at']:
+ if image_meta.get(attr) is not None:
+ image_meta[attr] = _parse_glance_iso8601_timestamp(
+ image_meta[attr])
+ return image_meta
+
+
+def _parse_glance_iso8601_timestamp(timestamp):
+ """
+ Parse a subset of iso8601 timestamps into datetime objects
+ """
+ GLANCE_FMT = "%Y-%m-%dT%H:%M:%S"
+ ISO_FMT = "%Y-%m-%dT%H:%M:%S.%f"
+ # FIXME(sirp): Glance is not returning in ISO format, we should fix Glance
+ # to do so, and then switch to parsing it here
+ return datetime.datetime.strptime(timestamp, GLANCE_FMT)
diff --git a/nova/image/local.py b/nova/image/local.py
index 609d6c42a..1fb6e1f13 100644
--- a/nova/image/local.py
+++ b/nova/image/local.py
@@ -24,6 +24,7 @@ from nova import exception
from nova import flags
from nova import log as logging
from nova.image import service
+from nova import utils
FLAGS = flags.FLAGS
@@ -63,8 +64,12 @@ class LocalImageService(service.BaseImageService):
return images
def index(self, context):
- return [dict(image_id=i['id'], name=i.get('name'))
- for i in self.detail(context)]
+ filtered = []
+ image_metas = self.detail(context)
+ for image_meta in image_metas:
+ meta = utils.subset_dict(image_meta, ('id', 'name'))
+ filtered.append(meta)
+ return filtered
def detail(self, context):
images = []
diff --git a/nova/image/service.py b/nova/image/service.py
index e907381c9..b9897ecae 100644
--- a/nova/image/service.py
+++ b/nova/image/service.py
@@ -16,9 +16,33 @@
# under the License.
+from nova import utils
+
+
class BaseImageService(object):
+ """Base class for providing image search and retrieval services
+
+ ImageService exposes two concepts of metadata:
+
+ 1. First-class attributes: This is metadata that is common to all
+ ImageService subclasses and is shared across all hypervisors. These
+ attributes are defined by IMAGE_ATTRS.
+
+ 2. Properties: This is metdata that is specific to an ImageService,
+ and Image, or a particular hypervisor. Any attribute not present in
+ BASE_IMAGE_ATTRS should be considered an image property.
+
+ This means that ImageServices will return BASE_IMAGE_ATTRS as keys in the
+ metadata dict, all other attributes will be returned as keys in the nested
+ 'properties' dict.
+ """
+ BASE_IMAGE_ATTRS = ['id', 'name', 'created_at', 'updated_at',
+ 'deleted_at', 'deleted', 'status', 'is_public']
- """Base class for providing image search and retrieval services"""
+ # NOTE(sirp): ImageService subclasses may override this to aid translation
+ # between BaseImageService attributes and additional metadata stored by
+ # the ImageService subclass
+ SERVICE_IMAGE_ATTRS = []
def index(self, context):
"""
@@ -111,3 +135,38 @@ class BaseImageService(object):
"""
raise NotImplementedError
+
+ @classmethod
+ def _translate_to_base(cls, metadata):
+ """Return a metadata dictionary that is BaseImageService compliant.
+
+ This is used by subclasses to expose only a metadata dictionary that
+ is the same across ImageService implementations.
+ """
+ return cls._propertify_metadata(metadata, cls.BASE_IMAGE_ATTRS)
+
+ @classmethod
+ def _translate_to_service(cls, metadata):
+ """Return a metadata dictionary that is usable by the ImageService
+ subclass.
+
+ As an example, Glance has additional attributes (like 'location'); the
+ BaseImageService considers these properties, but we need to translate
+ these back to first-class attrs for sending to Glance. This method
+ handles this by allowing you to specify the attributes an ImageService
+ considers first-class.
+ """
+ if not cls.SERVICE_IMAGE_ATTRS:
+ raise NotImplementedError(_("Cannot use this without specifying "
+ "SERVICE_IMAGE_ATTRS for subclass"))
+ return cls._propertify_metadata(metadata, cls.SERVICE_IMAGE_ATTRS)
+
+ @staticmethod
+ def _propertify_metadata(metadata, keys):
+ """Return a dict with any unrecognized keys placed in the nested
+ 'properties' dict.
+ """
+ flattened = utils.flatten_dict(metadata)
+ attributes, properties = utils.partition_dict(flattened, keys)
+ attributes['properties'] = properties
+ return attributes
diff --git a/nova/test.py b/nova/test.py
index d8a47464f..e0fef6101 100644
--- a/nova/test.py
+++ b/nova/test.py
@@ -150,3 +150,60 @@ class TestCase(unittest.TestCase):
_wrapped.func_name = self.originalAttach.func_name
rpc.Consumer.attach_to_eventlet = _wrapped
+
+ # Useful assertions
+ def assertDictMatch(self, d1, d2):
+ """Assert two dicts are equivalent.
+
+ This is a 'deep' match in the sense that it handles nested
+ dictionaries appropriately.
+
+ NOTE:
+
+ If you don't care (or don't know) a given value, you can specify
+ the string DONTCARE as the value. This will cause that dict-item
+ to be skipped.
+ """
+ def raise_assertion(msg):
+ d1str = str(d1)
+ d2str = str(d2)
+ base_msg = ("Dictionaries do not match. %(msg)s d1: %(d1str)s "
+ "d2: %(d2str)s" % locals())
+ raise AssertionError(base_msg)
+
+ d1keys = set(d1.keys())
+ d2keys = set(d2.keys())
+ if d1keys != d2keys:
+ d1only = d1keys - d2keys
+ d2only = d2keys - d1keys
+ raise_assertion("Keys in d1 and not d2: %(d1only)s. "
+ "Keys in d2 and not d1: %(d2only)s" % locals())
+
+ for key in d1keys:
+ d1value = d1[key]
+ d2value = d2[key]
+ if hasattr(d1value, 'keys') and hasattr(d2value, 'keys'):
+ self.assertDictMatch(d1value, d2value)
+ elif 'DONTCARE' in (d1value, d2value):
+ continue
+ elif d1value != d2value:
+ raise_assertion("d1['%(key)s']=%(d1value)s != "
+ "d2['%(key)s']=%(d2value)s" % locals())
+
+ def assertDictListMatch(self, L1, L2):
+ """Assert a list of dicts are equivalent"""
+ def raise_assertion(msg):
+ L1str = str(L1)
+ L2str = str(L2)
+ base_msg = ("List of dictionaries do not match: %(msg)s "
+ "L1: %(L1str)s L2: %(L2str)s" % locals())
+ raise AssertionError(base_msg)
+
+ L1count = len(L1)
+ L2count = len(L2)
+ if L1count != L2count:
+ raise_assertion("Length mismatch: len(L1)=%(L1count)d != "
+ "len(L2)=%(L2count)d" % locals())
+
+ for d1, d2 in zip(L1, L2):
+ self.assertDictMatch(d1, d2)
diff --git a/nova/tests/api/openstack/fakes.py b/nova/tests/api/openstack/fakes.py
index 56143114d..3cc68a536 100644
--- a/nova/tests/api/openstack/fakes.py
+++ b/nova/tests/api/openstack/fakes.py
@@ -143,6 +143,21 @@ def stub_out_compute_api_snapshot(stubs):
stubs.Set(nova.compute.API, 'snapshot', snapshot)
+def stub_out_glance_add_image(stubs, sent_to_glance):
+ """
+ We return the metadata sent to glance by modifying the sent_to_glance dict
+ in place.
+ """
+ orig_add_image = glance_client.Client.add_image
+
+ def fake_add_image(context, metadata, data=None):
+ sent_to_glance['metadata'] = metadata
+ sent_to_glance['data'] = data
+ return orig_add_image(metadata, data)
+
+ stubs.Set(glance_client.Client, 'add_image', fake_add_image)
+
+
def stub_out_glance(stubs, initial_fixtures=None):
class FakeGlanceClient:
@@ -165,8 +180,9 @@ def stub_out_glance(stubs, initial_fixtures=None):
def fake_add_image(self, image_meta, data=None):
image_meta = copy.deepcopy(image_meta)
- id = ''.join(random.choice(string.letters) for _ in range(20))
- image_meta['id'] = id
+ image_id = ''.join(random.choice(string.letters)
+ for _ in range(20))
+ image_meta['id'] = image_id
self.fixtures.append(image_meta)
return image_meta
@@ -185,9 +201,6 @@ def stub_out_glance(stubs, initial_fixtures=None):
self.fixtures.remove(f)
- ##def fake_delete_all(self):
- ## self.fixtures = []
-
def _find_image(self, image_id):
for f in self.fixtures:
if f['id'] == image_id:
@@ -204,10 +217,10 @@ def stub_out_glance(stubs, initial_fixtures=None):
stubs.Set(GlanceClient, 'add_image', fake.fake_add_image)
stubs.Set(GlanceClient, 'update_image', fake.fake_update_image)
stubs.Set(GlanceClient, 'delete_image', fake.fake_delete_image)
- #stubs.Set(GlanceClient, 'delete_all', fake.fake_delete_all)
class FakeToken(object):
+ # FIXME(sirp): let's not use id here
id = 0
def __init__(self, **kwargs):
diff --git a/nova/tests/api/openstack/test_images.py b/nova/tests/api/openstack/test_images.py
index feb32ed9f..1cdccadd6 100644
--- a/nova/tests/api/openstack/test_images.py
+++ b/nova/tests/api/openstack/test_images.py
@@ -29,6 +29,7 @@ import tempfile
import stubout
import webob
+from glance import client as glance_client
from nova import context
from nova import exception
from nova import flags
@@ -43,78 +44,44 @@ FLAGS = flags.FLAGS
class BaseImageServiceTests(object):
-
"""Tasks to test for all image services"""
def test_create(self):
-
- fixture = {'name': 'test image',
- 'updated': None,
- 'created': None,
- 'status': None,
- 'instance_id': None,
- 'progress': None}
-
+ fixture = self._make_fixture('test image')
num_images = len(self.service.index(self.context))
- id = self.service.create(self.context, fixture)['id']
+ image_id = self.service.create(self.context, fixture)['id']
- self.assertNotEquals(None, id)
+ self.assertNotEquals(None, image_id)
self.assertEquals(num_images + 1,
len(self.service.index(self.context)))
def test_create_and_show_non_existing_image(self):
-
- fixture = {'name': 'test image',
- 'updated': None,
- 'created': None,
- 'status': None,
- 'instance_id': None,
- 'progress': None}
-
+ fixture = self._make_fixture('test image')
num_images = len(self.service.index(self.context))
- id = self.service.create(self.context, fixture)['id']
-
- self.assertNotEquals(None, id)
+ image_id = self.service.create(self.context, fixture)['id']
+ self.assertNotEquals(None, image_id)
self.assertRaises(exception.NotFound,
self.service.show,
self.context,
'bad image id')
def test_update(self):
-
- fixture = {'name': 'test image',
- 'updated': None,
- 'created': None,
- 'status': None,
- 'instance_id': None,
- 'progress': None}
-
- id = self.service.create(self.context, fixture)['id']
-
+ fixture = self._make_fixture('test image')
+ image_id = self.service.create(self.context, fixture)['id']
fixture['status'] = 'in progress'
- self.service.update(self.context, id, fixture)
- new_image_data = self.service.show(self.context, id)
+ self.service.update(self.context, image_id, fixture)
+
+ new_image_data = self.service.show(self.context, image_id)
self.assertEquals('in progress', new_image_data['status'])
def test_delete(self):
-
- fixtures = [
- {'name': 'test image 1',
- 'updated': None,
- 'created': None,
- 'status': None,
- 'instance_id': None,
- 'progress': None},
- {'name': 'test image 2',
- 'updated': None,
- 'created': None,
- 'status': None,
- 'instance_id': None,
- 'progress': None}]
+ fixture1 = self._make_fixture('test image 1')
+ fixture2 = self._make_fixture('test image 2')
+ fixtures = [fixture1, fixture2]
num_images = len(self.service.index(self.context))
self.assertEquals(0, num_images, str(self.service.index(self.context)))
@@ -132,6 +99,22 @@ class BaseImageServiceTests(object):
num_images = len(self.service.index(self.context))
self.assertEquals(1, num_images)
+ def test_index(self):
+ fixture = self._make_fixture('test image')
+ image_id = self.service.create(self.context, fixture)['id']
+ image_metas = self.service.index(self.context)
+ expected = [{'id': 'DONTCARE', 'name': 'test image'}]
+ self.assertDictListMatch(image_metas, expected)
+
+ @staticmethod
+ def _make_fixture(name):
+ fixture = {'name': 'test image',
+ 'updated': None,
+ 'created': None,
+ 'status': None,
+ 'is_public': True}
+ return fixture
+
class LocalImageServiceTest(test.TestCase,
BaseImageServiceTests):
@@ -167,8 +150,17 @@ class LocalImageServiceTest(test.TestCase,
class GlanceImageServiceTest(test.TestCase,
BaseImageServiceTests):
- """Tests the local image service"""
+ """Tests the Glance image service, in particular that metadata translation
+ works properly.
+
+ At a high level, the translations involved are:
+ 1. Glance -> ImageService - This is needed so we can support
+ multple ImageServices (Glance, Local, etc)
+
+ 2. ImageService -> API - This is needed so we can support multple
+ APIs (OpenStack, EC2)
+ """
def setUp(self):
super(GlanceImageServiceTest, self).setUp()
self.stubs = stubout.StubOutForTesting()
@@ -176,41 +168,53 @@ class GlanceImageServiceTest(test.TestCase,
fakes.stub_out_compute_api_snapshot(self.stubs)
service_class = 'nova.image.glance.GlanceImageService'
self.service = utils.import_object(service_class)
- self.context = context.RequestContext(None, None)
+ self.context = context.RequestContext(1, None)
self.service.delete_all()
+ self.sent_to_glance = {}
+ fakes.stub_out_glance_add_image(self.stubs, self.sent_to_glance)
def tearDown(self):
self.stubs.UnsetAll()
super(GlanceImageServiceTest, self).tearDown()
+ def test_create_with_instance_id(self):
+ """Ensure instance_id is persisted as an image-property"""
+ fixture = {'name': 'test image',
+ 'is_public': False,
+ 'properties': {'instance_id': '42', 'user_id': '1'}}
-class ImageControllerWithGlanceServiceTest(test.TestCase):
+ image_id = self.service.create(self.context, fixture)['id']
+ expected = fixture
+ self.assertDictMatch(self.sent_to_glance['metadata'], expected)
+
+ image_meta = self.service.show(self.context, image_id)
+ expected = {'id': image_id,
+ 'name': 'test image',
+ 'is_public': False,
+ 'properties': {'instance_id': '42', 'user_id': '1'}}
+ self.assertDictMatch(image_meta, expected)
+
+ image_metas = self.service.detail(self.context)
+ self.assertDictMatch(image_metas[0], expected)
+
+ def test_create_without_instance_id(self):
+ """
+ Ensure we can create an image without having to specify an
+ instance_id. Public images are an example of an image not tied to an
+ instance.
+ """
+ fixture = {'name': 'test image'}
+ image_id = self.service.create(self.context, fixture)['id']
+
+ expected = {'name': 'test image', 'properties': {}}
+ self.assertDictMatch(self.sent_to_glance['metadata'], expected)
+
+class ImageControllerWithGlanceServiceTest(test.TestCase):
"""Test of the OpenStack API /images application controller"""
- # Registered images at start of each test.
- now = datetime.datetime.utcnow()
- IMAGE_FIXTURES = [
- {'id': '23g2ogk23k4hhkk4k42l',
- 'imageId': '23g2ogk23k4hhkk4k42l',
- 'name': 'public image #1',
- 'created_at': now.isoformat(),
- 'updated_at': now.isoformat(),
- 'deleted_at': None,
- 'deleted': False,
- 'is_public': True,
- 'status': 'available',
- 'image_type': 'kernel'},
- {'id': 'slkduhfas73kkaskgdas',
- 'imageId': 'slkduhfas73kkaskgdas',
- 'name': 'public image #2',
- 'created_at': now.isoformat(),
- 'updated_at': now.isoformat(),
- 'deleted_at': None,
- 'deleted': False,
- 'is_public': True,
- 'status': 'available',
- 'image_type': 'ramdisk'}]
+ NOW_GLANCE_FORMAT = "2010-10-11T10:30:22"
+ NOW_API_FORMAT = "2010-10-11T10:30:22Z"
def setUp(self):
super(ImageControllerWithGlanceServiceTest, self).setUp()
@@ -223,7 +227,8 @@ class ImageControllerWithGlanceServiceTest(test.TestCase):
fakes.stub_out_rate_limiting(self.stubs)
fakes.stub_out_auth(self.stubs)
fakes.stub_out_key_pair_funcs(self.stubs)
- fakes.stub_out_glance(self.stubs, initial_fixtures=self.IMAGE_FIXTURES)
+ fixtures = self._make_image_fixtures()
+ fakes.stub_out_glance(self.stubs, initial_fixtures=fixtures)
def tearDown(self):
self.stubs.UnsetAll()
@@ -233,34 +238,94 @@ class ImageControllerWithGlanceServiceTest(test.TestCase):
def test_get_image_index(self):
req = webob.Request.blank('/v1.0/images')
res = req.get_response(fakes.wsgi_app())
- res_dict = json.loads(res.body)
+ image_metas = json.loads(res.body)['images']
- fixture_index = [dict(id=f['id'], name=f['name']) for f
- in self.IMAGE_FIXTURES]
+ expected = [{'id': 123, 'name': 'public image'},
+ {'id': 124, 'name': 'queued backup'},
+ {'id': 125, 'name': 'saving backup'},
+ {'id': 126, 'name': 'active backup'},
+ {'id': 127, 'name': 'killed backup'}]
- for image in res_dict['images']:
- self.assertEquals(1, fixture_index.count(image),
- "image %s not in fixture index!" % str(image))
+ self.assertDictListMatch(image_metas, expected)
def test_get_image_details(self):
req = webob.Request.blank('/v1.0/images/detail')
res = req.get_response(fakes.wsgi_app())
- res_dict = json.loads(res.body)
-
- for image in self.IMAGE_FIXTURES:
- expected = {
- 'id': abs(hash(image['imageId'])),
- 'name': image['name'],
- 'status': 'active',
- }
- self.assertTrue(expected in res_dict['images'])
-
- def test_show_image(self):
- expected = self.IMAGE_FIXTURES[0]
- id = abs(hash(expected['id']))
- expected_time = self.now.strftime('%Y-%m-%dT%H:%M:%SZ')
- req = webob.Request.blank('/v1.0/images/%s' % id)
+ image_metas = json.loads(res.body)['images']
+
+ now = self.NOW_API_FORMAT
+ expected = [
+ {'id': 123, 'name': 'public image', 'updated': now,
+ 'created': now, 'status': 'ACTIVE'},
+ {'id': 124, 'name': 'queued backup', 'serverId': 42,
+ 'updated': now, 'created': now,
+ 'status': 'QUEUED'},
+ {'id': 125, 'name': 'saving backup', 'serverId': 42,
+ 'updated': now, 'created': now,
+ 'status': 'SAVING', 'progress': 0},
+ {'id': 126, 'name': 'active backup', 'serverId': 42,
+ 'updated': now, 'created': now,
+ 'status': 'ACTIVE'},
+ {'id': 127, 'name': 'killed backup', 'serverId': 42,
+ 'updated': now, 'created': now,
+ 'status': 'FAILED'}
+ ]
+
+ self.assertDictListMatch(image_metas, expected)
+
+ def test_get_image_found(self):
+ req = webob.Request.blank('/v1.0/images/123')
+ res = req.get_response(fakes.wsgi_app())
+ image_meta = json.loads(res.body)['image']
+ expected = {'id': 123, 'name': 'public image',
+ 'updated': self.NOW_API_FORMAT,
+ 'created': self.NOW_API_FORMAT, 'status': 'ACTIVE'}
+ self.assertDictMatch(image_meta, expected)
+
+ def test_get_image_non_existent(self):
+ req = webob.Request.blank('/v1.0/images/4242')
+ res = req.get_response(fakes.wsgi_app())
+ self.assertEqual(res.status_int, 404)
+
+ def test_get_image_not_owned(self):
+ """We should return a 404 if we request an image that doesn't belong
+ to us
+ """
+ req = webob.Request.blank('/v1.0/images/128')
res = req.get_response(fakes.wsgi_app())
- actual = json.loads(res.body)['image']
- self.assertEqual(expected_time, actual['created_at'])
- self.assertEqual(expected_time, actual['updated_at'])
+ self.assertEqual(res.status_int, 404)
+
+ @classmethod
+ def _make_image_fixtures(cls):
+ image_id = 123
+ base_attrs = {'created_at': cls.NOW_GLANCE_FORMAT,
+ 'updated_at': cls.NOW_GLANCE_FORMAT,
+ 'deleted_at': None,
+ 'deleted': False}
+
+ fixtures = []
+
+ def add_fixture(**kwargs):
+ kwargs.update(base_attrs)
+ fixtures.append(kwargs)
+
+ # Public image
+ add_fixture(id=image_id, name='public image', is_public=True,
+ status='active', properties={})
+ image_id += 1
+
+ # Backup for User 1
+ backup_properties = {'instance_id': '42', 'user_id': '1'}
+ for status in ('queued', 'saving', 'active', 'killed'):
+ add_fixture(id=image_id, name='%s backup' % status,
+ is_public=False, status=status,
+ properties=backup_properties)
+ image_id += 1
+
+ # Backup for User 2
+ other_backup_properties = {'instance_id': '43', 'user_id': '2'}
+ add_fixture(id=image_id, name='someone elses backup', is_public=False,
+ status='active', properties=other_backup_properties)
+ image_id += 1
+
+ return fixtures
diff --git a/nova/tests/image/test_glance.py b/nova/tests/image/test_glance.py
index f1f8504f3..d03aa9cc8 100644
--- a/nova/tests/image/test_glance.py
+++ b/nova/tests/image/test_glance.py
@@ -19,6 +19,8 @@
import datetime
import unittest
+from nova import context
+from nova import test
from nova.image import glance
@@ -29,14 +31,14 @@ class StubGlanceClient(object):
self.add_response = add_response
self.update_response = update_response
- def get_image_meta(self, id):
- return self.images[id]
+ def get_image_meta(self, image_id):
+ return self.images[image_id]
def get_images_detailed(self):
return self.images.itervalues()
- def get_image(self, id):
- return self.images[id], []
+ def get_image(self, image_id):
+ return self.images[image_id], []
def add_image(self, metadata, data):
return self.add_response
@@ -46,143 +48,144 @@ class StubGlanceClient(object):
class NullWriter(object):
+ """Used to test ImageService.get which takes a writer object"""
def write(self, *arg, **kwargs):
pass
-class TestGlanceImageServiceDatetimes(unittest.TestCase):
+class BaseGlanceTest(unittest.TestCase):
+ NOW_GLANCE_FORMAT = "2010-10-11T10:30:22"
+ NOW_DATETIME = datetime.datetime(2010, 10, 11, 10, 30, 22)
def setUp(self):
+ # FIXME(sirp): we can probably use stubs library here rather than
+ # dependency injection
self.client = StubGlanceClient(None)
self.service = glance.GlanceImageService(self.client)
+ self.context = context.RequestContext(None, None)
+ def assertDateTimesFilled(self, image_meta):
+ self.assertEqual(image_meta['created_at'], self.NOW_DATETIME)
+ self.assertEqual(image_meta['updated_at'], self.NOW_DATETIME)
+ self.assertEqual(image_meta['deleted_at'], self.NOW_DATETIME)
+
+ def assertDateTimesEmpty(self, image_meta):
+ self.assertEqual(image_meta['updated_at'], None)
+ self.assertEqual(image_meta['deleted_at'], None)
+
+
+class TestGlanceImageServiceProperties(BaseGlanceTest):
def test_show_passes_through_to_client(self):
- self.client.images = {'xyz': {'foo': 'bar'}}
- self.assertEqual(self.service.show({}, 'xyz'), {'foo': 'bar'})
+ """Ensure attributes which aren't BASE_IMAGE_ATTRS are stored in the
+ properties dict
+ """
+ fixtures = {'image1': {'name': 'image1', 'is_public': True,
+ 'foo': 'bar',
+ 'properties': {'prop1': 'propvalue1'}}}
+ self.client.images = fixtures
+ image_meta = self.service.show(self.context, 'image1')
+
+ expected = {'name': 'image1', 'is_public': True,
+ 'properties': {'prop1': 'propvalue1', 'foo': 'bar'}}
+ self.assertEqual(image_meta, expected)
def test_detail_passes_through_to_client(self):
- self.client.images = {1: {'foo': 'bar'}}
- self.assertEqual(list(self.service.detail({})), [{'foo': 'bar'}])
-
- def test_show_makes_create_datetimes(self):
- create_time = datetime.datetime.utcnow()
- self.client.images = {'xyz': {
- 'id': "id",
- 'name': "my awesome image",
- 'created_at': create_time.isoformat(),
- }}
- actual = self.service.show({}, 'xyz')
- self.assertEqual(actual['created_at'], create_time)
-
- def test_show_makes_update_datetimes(self):
- update_time = datetime.datetime.utcnow()
- self.client.images = {'abc': {
- 'id': "id",
- 'name': "my okay image",
- 'updated_at': update_time.isoformat(),
- }}
- actual = self.service.show({}, 'abc')
- self.assertEqual(actual['updated_at'], update_time)
-
- def test_show_makes_delete_datetimes(self):
- delete_time = datetime.datetime.utcnow()
- self.client.images = {'123': {
- 'id': "123",
- 'name': "my lame image",
- 'deleted_at': delete_time.isoformat(),
- }}
- actual = self.service.show({}, '123')
- self.assertEqual(actual['deleted_at'], delete_time)
-
- def test_show_handles_deleted_at_none(self):
- self.client.images = {'747': {
- 'id': "747",
- 'name': "not deleted",
- 'deleted_at': None,
- }}
- actual = self.service.show({}, '747')
- self.assertEqual(actual['deleted_at'], None)
-
- def test_detail_handles_timestamps(self):
- now = datetime.datetime.utcnow()
- image1 = {
- 'id': 1,
- 'name': 'image 1',
- 'created_at': now.isoformat(),
- 'updated_at': now.isoformat(),
- 'deleted_at': None,
- }
- image2 = {
- 'id': 2,
- 'name': 'image 2',
- 'deleted_at': now.isoformat(),
- }
- self.client.images = {1: image1, 2: image2}
- i1, i2 = self.service.detail({})
- self.assertEqual(i1['created_at'], now)
- self.assertEqual(i1['updated_at'], now)
- self.assertEqual(i1['deleted_at'], None)
- self.assertEqual(i2['deleted_at'], now)
-
- def test_get_handles_timestamps(self):
- now = datetime.datetime.utcnow()
- self.client.images = {'abcd': {
- 'id': 'abcd',
- 'name': 'nifty image',
- 'created_at': now.isoformat(),
- 'updated_at': now.isoformat(),
- 'deleted_at': now.isoformat(),
- }}
- actual = self.service.get({}, 'abcd', NullWriter())
- for attr in ('created_at', 'updated_at', 'deleted_at'):
- self.assertEqual(actual[attr], now)
-
- def test_get_handles_deleted_at_none(self):
- self.client.images = {'abcd': {'deleted_at': None}}
- actual = self.service.get({}, 'abcd', NullWriter())
- self.assertEqual(actual['deleted_at'], None)
-
- def test_create_handles_timestamps(self):
- now = datetime.datetime.utcnow()
- self.client.add_response = {
- 'id': 'abcd',
- 'name': 'blah',
- 'created_at': now.isoformat(),
- 'updated_at': now.isoformat(),
- 'deleted_at': now.isoformat(),
- }
- actual = self.service.create({}, {})
- for attr in ('created_at', 'updated_at', 'deleted_at'):
- self.assertEqual(actual[attr], now)
-
- def test_create_handles_deleted_at_none(self):
- self.client.add_response = {
- 'id': 'abcd',
- 'name': 'blah',
- 'deleted_at': None,
- }
- actual = self.service.create({}, {})
- self.assertEqual(actual['deleted_at'], None)
-
- def test_update_handles_timestamps(self):
- now = datetime.datetime.utcnow()
- self.client.update_response = {
- 'id': 'abcd',
- 'name': 'blah',
- 'created_at': now.isoformat(),
- 'updated_at': now.isoformat(),
- 'deleted_at': now.isoformat(),
- }
- actual = self.service.update({}, 'dummy_id', {})
- for attr in ('created_at', 'updated_at', 'deleted_at'):
- self.assertEqual(actual[attr], now)
-
- def test_create_handles_deleted_at_none(self):
- self.client.update_response = {
- 'id': 'abcd',
- 'name': 'blah',
- 'deleted_at': None,
- }
- actual = self.service.update({}, 'dummy_id', {})
- self.assertEqual(actual['deleted_at'], None)
+ fixtures = {'image1': {'name': 'image1', 'is_public': True,
+ 'foo': 'bar',
+ 'properties': {'prop1': 'propvalue1'}}}
+ self.client.images = fixtures
+ image_meta = self.service.detail(self.context)
+ expected = [{'name': 'image1', 'is_public': True,
+ 'properties': {'prop1': 'propvalue1', 'foo': 'bar'}}]
+ self.assertEqual(image_meta, expected)
+
+
+class TestGetterDateTimeNoneTests(BaseGlanceTest):
+
+ def test_show_handles_none_datetimes(self):
+ self.client.images = self._make_none_datetime_fixtures()
+ image_meta = self.service.show(self.context, 'image1')
+ self.assertDateTimesEmpty(image_meta)
+
+ def test_detail_handles_none_datetimes(self):
+ self.client.images = self._make_none_datetime_fixtures()
+ image_meta = self.service.detail(self.context)[0]
+ self.assertDateTimesEmpty(image_meta)
+
+ def test_get_handles_none_datetimes(self):
+ self.client.images = self._make_none_datetime_fixtures()
+ writer = NullWriter()
+ image_meta = self.service.get(self.context, 'image1', writer)
+ self.assertDateTimesEmpty(image_meta)
+
+ def test_show_makes_datetimes(self):
+ self.client.images = self._make_datetime_fixtures()
+ image_meta = self.service.show(self.context, 'image1')
+ self.assertDateTimesFilled(image_meta)
+
+ def test_detail_makes_datetimes(self):
+ self.client.images = self._make_datetime_fixtures()
+ image_meta = self.service.detail(self.context)[0]
+ self.assertDateTimesFilled(image_meta)
+
+ def test_get_makes_datetimes(self):
+ self.client.images = self._make_datetime_fixtures()
+ writer = NullWriter()
+ image_meta = self.service.get(self.context, 'image1', writer)
+ self.assertDateTimesFilled(image_meta)
+
+ def _make_datetime_fixtures(self):
+ fixtures = {'image1': {'name': 'image1', 'is_public': True,
+ 'created_at': self.NOW_GLANCE_FORMAT,
+ 'updated_at': self.NOW_GLANCE_FORMAT,
+ 'deleted_at': self.NOW_GLANCE_FORMAT}}
+ return fixtures
+
+ def _make_none_datetime_fixtures(self):
+ fixtures = {'image1': {'name': 'image1', 'is_public': True,
+ 'updated_at': None,
+ 'deleted_at': None}}
+ return fixtures
+
+
+class TestMutatorDateTimeTests(BaseGlanceTest):
+ """Tests create(), update()"""
+
+ def test_create_handles_datetimes(self):
+ self.client.add_response = self._make_datetime_fixture()
+ image_meta = self.service.create(self.context, {})
+ self.assertDateTimesFilled(image_meta)
+
+ def test_create_handles_none_datetimes(self):
+ self.client.add_response = self._make_none_datetime_fixture()
+ dummy_meta = {}
+ image_meta = self.service.create(self.context, dummy_meta)
+ self.assertDateTimesEmpty(image_meta)
+
+ def test_update_handles_datetimes(self):
+ self.client.update_response = self._make_datetime_fixture()
+ dummy_id = 'dummy_id'
+ dummy_meta = {}
+ image_meta = self.service.update(self.context, 'dummy_id', dummy_meta)
+ self.assertDateTimesFilled(image_meta)
+
+ def test_update_handles_none_datetimes(self):
+ self.client.update_response = self._make_none_datetime_fixture()
+ dummy_id = 'dummy_id'
+ dummy_meta = {}
+ image_meta = self.service.update(self.context, 'dummy_id', dummy_meta)
+ self.assertDateTimesEmpty(image_meta)
+
+ def _make_datetime_fixture(self):
+ fixture = {'id': 'image1', 'name': 'image1', 'is_public': True,
+ 'created_at': self.NOW_GLANCE_FORMAT,
+ 'updated_at': self.NOW_GLANCE_FORMAT,
+ 'deleted_at': self.NOW_GLANCE_FORMAT}
+ return fixture
+
+ def _make_none_datetime_fixture(self):
+ fixture = {'id': 'image1', 'name': 'image1', 'is_public': True,
+ 'updated_at': None,
+ 'deleted_at': None}
+ return fixture
diff --git a/nova/utils.py b/nova/utils.py
index fa01f2c94..3f6f9fc8a 100644
--- a/nova/utils.py
+++ b/nova/utils.py
@@ -665,6 +665,48 @@ def get_from_path(items, path):
return get_from_path(results, remainder)
+def flatten_dict(dict_, flattened=None):
+ """Recursively flatten a nested dictionary"""
+ flattened = flattened or {}
+ for key, value in dict_.iteritems():
+ if hasattr(value, 'iteritems'):
+ flatten_dict(value, flattened)
+ else:
+ flattened[key] = value
+ return flattened
+
+
+def partition_dict(dict_, keys):
+ """Return two dicts, one containing only `keys` the other containing
+ everything but `keys`
+ """
+ intersection = {}
+ difference = {}
+ for key, value in dict_.iteritems():
+ if key in keys:
+ intersection[key] = value
+ else:
+ difference[key] = value
+ return intersection, difference
+
+
+def map_dict_keys(dict_, key_map):
+ """Return a dictionary in which the dictionaries keys are mapped to
+ new keys.
+ """
+ mapped = {}
+ for key, value in dict_.iteritems():
+ mapped_key = key_map[key] if key in key_map else key
+ mapped[mapped_key] = value
+ return mapped
+
+
+def subset_dict(dict_, keys):
+ """Return a dict that only contains a subset of keys"""
+ subset = partition_dict(dict_, keys)[0]
+ return subset
+
+
def check_isinstance(obj, cls):
"""Checks that obj is of type cls, and lets PyLint infer types"""
if isinstance(obj, cls):