def test_skimage_1():
"""
Push two images, perform ADO function to combine and return image
"""
session = pymcas.create_session(os.getenv('SERVER_IP'), 11911, debug=3)
if sys.getrefcount(session) != 2:
raise ValueError("session ref count should be 2")
pool = session.create_pool("myPool2", int(1e9), 100)
if sys.getrefcount(pool) != 2:
raise ValueError("pool ref count should be 2")
# save image
from skimage import data, io, filters
pool.save('camera', data.camera())
pool.save('brick', data.brick())
# # perform ADO invocation
shape = pool.invoke('camera', blend_ado_function, 0.5) # param is delta
print("shape:{0}".format(shape))
blend = pool.load('blended')
io.imshow(blend)
io.show()
def test_skimage_0():
"""
Test using NdArray data and Scikit-Image to perform Sobel filter in ADO
"""
session = pymcas.create_session(os.getenv('SERVER_IP'), 11911, debug=3)
if sys.getrefcount(session) != 2:
raise ValueError("session ref count should be 2")
pool = session.create_pool("myPool")
if sys.getrefcount(pool) != 2:
raise ValueError("pool ref count should be 2")
# save image
from skimage import data, io, filters
image = data.coins()
pool.save('image0', image)
# perform ADO invocation
shape = pool.invoke('image0', sobel_filter)
print("shape:{0}".format(shape))
# recall and display image
edges = pool.load('image0-edges')
print(type(edges))
io.imshow(edges)
io.show()
def test_erase():
session = pymcas.create_session(os.getenv('SERVER_IP'), 11911, debug=3)
if sys.getrefcount(session) != 2:
raise ValueError("session ref count should be 2")
pool = session.create_pool("myPool")
if sys.getrefcount(pool) != 2:
raise ValueError("pool ref count should be 2")
from skimage import data, io, filters
image = data.coins()
pool.save('image0', image)
pool.erase('image0')
try:
pool.load('image0')
except:
print("TEST: correctly erased - object cannot be loaded!")
def basic_test_0():
session = pymcas.create_session(os.getenv('SERVER_IP'), 11911, debug=3)
if sys.getrefcount(session) != 2:
raise ValueError("session ref count should be 2")
pool = session.create_pool("myPool")
if sys.getrefcount(pool) != 2:
raise ValueError("pool ref count should be 2")
a = np.identity(10)
print(a)
key = 'object-A'
pool.save(key, a)
b = pool.load(key)
print("test0 OK!?")
print("result of load:")
print(b)
return b
def test_dict():
"""
Test for non-NdArray types, e.g., dictionary. Tests parameter passing also.
"""
session = pymcas.create_session(os.getenv('SERVER_IP'), 11911, debug=3)
if sys.getrefcount(session) != 2:
raise ValueError("session ref count should be 2")
pool = session.create_pool("myPool")
if sys.getrefcount(pool) != 2:
raise ValueError("pool ref count should be 2")
mydict = {}
mydict['cat'] = ["jenny", "jazmine"]
mydict['dog'] = ["violet"]
mydict['chickens'] = ["bob", "ferdy", "rosemary"]
pool.save('household', mydict)
result = pool.invoke('household', test_dict_work,
{"children": ["ben", "molly"]})
print("New household->", result)