def to_instance_dicts(batch_dict):
"""Converts from the internal batch format to a list of instances.
Args:
batch_dict: A dict in the in-memory batch format, as returned by
`make_output_dict`.
Returns:
A list of dicts in the in-memory instance format.
"""
def get_instance_values(batch_dict):
# SparseFeatures are represented as a 2-tuple of list of lists, so
# in that case we convert to a list of 2-tuples of lists.
columns = (column if not isinstance(column, tuple) else zip(*column)
for column in six.itervalues(batch_dict))
return itertools.izip(*columns)
return [dict(zip(six.iterkeys(batch_dict), instance_values))
for instance_values in get_instance_values(batch_dict)]
python类iterkeys()的实例源码
def from_schema_json(schema_json):
"""Translate a v1 JSON schema into a `Schema`."""
schema_dict = json.loads(schema_json)
feature_column_schemas = {
feature_dict['name']: _from_feature_dict(feature_dict)
for feature_dict in schema_dict.get('feature', [])
}
sparse_feature_column_schemas = {
sparse_feature_dict['name']: _from_sparse_feature_dict(
sparse_feature_dict)
for sparse_feature_dict in schema_dict.get('sparseFeature', [])
}
overlapping_keys = set(six.iterkeys(feature_column_schemas)).intersection(
six.iterkeys(sparse_feature_column_schemas))
if overlapping_keys:
raise ValueError('Keys of dense and sparse features overlapped. '
'overlapping keys: %s' % overlapping_keys)
feature_column_schemas.update(sparse_feature_column_schemas)
return sch.Schema(feature_column_schemas)
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def build(self):
parts = []
for name in iterkeys(self._stats):
if self._stats[name] is not None:
parts.append("stats['{name}'].add(row['{name}'])".format(name=name))
if not parts:
error_msg = 'Did not get any stats variables for table {}. Was add() or init() called first?'\
.format(self.table.name)
raise StatsError(error_msg)
code = 'def _process_row(stats, row):\n {}'.format('\n '.join(parts))
exec(code)
f = locals()['_process_row']
return f, code
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def load_user():
"""Read user config file and return it as a dict."""
config_path = get_user_config_path()
config = {}
# TODO: This may be overkill and too slow just for reading a config file
with open(config_path) as f:
code = compile(f.read(), config_path, 'exec')
exec(code, config)
keys = list(six.iterkeys(config))
for k in keys:
if k.startswith('_'):
del config[k]
return config
def __new__(mcs, name, bases, dikt):
fields = {}
for base in bases:
fields.update(getattr(base, '_fields', {}))
# Do not reorder, this class might override fields from base classes!
for key, value in tuple(six.iteritems(dikt)):
# not six.iterkeys() (in-place edit!)
if isinstance(value, Field):
fields[key] = dikt.pop(key)
dikt['_orig_slots'] = dikt.get('__slots__', ())
dikt['__slots__'] = tuple(
list(dikt['_orig_slots']) + list(six.iterkeys(fields)))
dikt['_fields'] = fields
return abc.ABCMeta.__new__(mcs, name, bases, dikt)
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def new_api_object(client, obj, cls=None, **kwargs):
if isinstance(obj, dict):
if not cls:
resource = obj.get('resource', None)
cls = _resource_to_model.get(resource, None)
if not cls:
obj_keys = set(six.iterkeys(obj))
for keys, model in six.iteritems(_obj_keys_to_model):
if keys <= obj_keys:
cls = model
break
cls = cls or APIObject
result = cls(client, **kwargs)
for k, v in six.iteritems(obj):
result[k] = new_api_object(client, v)
return result
if isinstance(obj, list):
return [new_api_object(client, v, cls) for v in obj]
return obj
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
def _add_proposed():
"""Add the PROPOSED_POCKET as /etc/apt/source.list.d/proposed.list
Uses lsb_release()['DISTRIB_CODENAME'] to determine the correct staza for
the deb line.
For intel architecutres PROPOSED_POCKET is used for the release, but for
other architectures PROPOSED_PORTS_POCKET is used for the release.
"""
release = lsb_release()['DISTRIB_CODENAME']
arch = platform.machine()
if arch not in six.iterkeys(ARCH_TO_PROPOSED_POCKET):
raise SourceConfigError("Arch {} not supported for (distro-)proposed"
.format(arch))
with open('/etc/apt/sources.list.d/proposed.list', 'w') as apt:
apt.write(ARCH_TO_PROPOSED_POCKET[arch].format(release))
