def savez(file, *args, **kwds):
__doc__ = numpy.savez.__doc__
import zipfile
from numpy.lib import format
if isinstance(file, basestring):
if not file.endswith('.npz'):
file = file + '.npz'
namedict = kwds
for i, val in enumerate(args):
key = 'arr_%d' % i
if key in namedict.keys():
raise ValueError("Cannot use un-named variables and keyword %s" %
key)
namedict[key] = val
zip = zipfile.ZipFile(file, mode="wb")
# Place to write temporary .npy files
# before storing them in the zip. We need to path this to have a working
# function in parallel !
import tempfile
direc = tempfile.mkdtemp()
for key, val in iteritems(namedict):
fname = key + '.npy'
filename = os.path.join(direc, fname)
fid = open(filename, 'wb')
format.write_array(fid, numpy.asanyarray(val))
fid.close()
zip.write(filename, arcname=fname)
zip.close()
shutil.rmtree(direc)
def savez(file, *args, **kwds):
__doc__ = numpy.savez.__doc__
import zipfile
from numpy.lib import format
if isinstance(file, basestring):
if not file.endswith('.npz'):
file = file + '.npz'
namedict = kwds
for i, val in enumerate(args):
key = 'arr_%d' % i
if key in namedict.keys():
raise ValueError("Cannot use un-named variables and keyword %s" % key)
namedict[key] = val
zip = zipfile.ZipFile(file, mode="wb")
# Place to write temporary .npy files
# before storing them in the zip. We need to path this to have a working
# function in parallel !
import tempfile
direc = tempfile.mkdtemp()
for key, val in iteritems(namedict):
fname = key + '.npy'
filename = os.path.join(direc, fname)
fid = open(filename, 'wb')
format.write_array(fid, numpy.asanyarray(val))
fid.close()
zip.write(filename, arcname=fname)
zip.close()
shutil.rmtree(direc)
def make_pynn_compatible(container):
"""
Make sure that all entries in container do not confuse pyNN.
container can be scalar, a list or a dict.
"""
compatible = None
if isinstance(container, list):
compatible = []
for value in container:
compatible.append(make_pynn_compatible_single(value))
elif isinstance(container, dict):
compatible = {}
for k, v in iteritems(container):
compatible[k] = make_pynn_compatible_single(v)
else:
compatible = make_pynn_compatible_single(container)
return compatible
def make_pynn_compatible(container):
"""
Make sure that all entries in container do not confuse pyNN.
container can be scalar, a list or a dict.
"""
compatible = None
if isinstance(container, list):
compatible = []
for value in container:
compatible.append(make_pynn_compatible_single(value))
elif isinstance(container, dict):
compatible = {}
for k, v in iteritems(container):
compatible[k] = make_pynn_compatible_single(v)
else:
compatible = make_pynn_compatible_single(container)
return compatible
def make_sli_compatible(container):
"""
Makes sure container only contains datatypes understood by the nest kernel.
container can be scalar, a list or a dict.
"""
compatible = None
if isinstance(container, list):
compatible = []
for value in container:
compatible.append(make_sli_compatible_single(value))
elif isinstance(container, dict):
compatible = {}
for k, v in iteritems(container):
compatible[k] = make_sli_compatible_single(v)
else:
compatible = make_sli_compatible_single(container)
return compatible
def make_sli_compatible(container):
"""
Makes sure container only contains datatypes understood by the nest kernel.
container can be scalar, a list or a dict.
"""
compatible = None
if isinstance(container, list):
compatible = []
for value in container:
compatible.append(make_sli_compatible_single(value))
elif isinstance(container, dict):
compatible = {}
for k, v in iteritems(container):
compatible[k] = make_sli_compatible_single(v)
else:
compatible = make_sli_compatible_single(container)
return compatible