def setUp(self):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
self.s = swat.CAS(HOST, PORT, USER, PASSWD, protocol=PROTOCOL)
if type(self).server_type is None:
type(self).server_type = get_cas_host_type(self.s)
self.srcLib = tm.get_casout_lib(self.server_type)
self.s.table.droptable('datasources.cars_single',
caslib=self.srcLib,
_messagelevel='none')
r = tm.load_data(self.s, 'datasources/cars_single.sashdat',
self.server_type)
self.table = r['casTable']
def setUp(self):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
self.s = swat.CAS(HOST, PORT, USER, PASSWD, protocol=PROTOCOL)
if type(self).server_type is None:
# Set once per class and have every test use it. No need to change between tests.
type(self).server_type = tm.get_cas_host_type(self.s)
self.srcLib = tm.get_casout_lib(self.server_type)
filename = os.path.join(os.path.dirname(__file__), 'datasources',
'ImageData.sashdat')
r = tm.load_data(self.s, filename, self.server_type)
self.tablename = r['tableName']
self.assertNotEqual(self.tablename, None)
self.table = ImageTable.from_table(r['casTable'])
def setUp(self):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
self.s = swat.CAS(HOST, PORT, USER, PASSWD, protocol=PROTOCOL)
if type(self).server_type is None:
# Set once per class and have every test use it. No need to change between tests.
type(self).server_type = tm.get_cas_host_type(self.s)
self.srcLib = tm.get_casout_lib(self.server_type)
r = tm.load_data(self.s, 'datasources/cars_single.sashdat',
self.server_type)
self.tablename = r['tableName']
self.assertNotEqual(self.tablename, None)
self.table = r['casTable']
def setUp(self):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
self.s = swat.CAS()
self.server_type = tm.get_cas_host_type(self.s)
self.server_sep = "\\"
if self.server_type.startswith("lin") or self.server_type.startswith(
"osx"):
self.server_sep = "/"
if "DLPY_DATA_DIR" in os.environ:
self.data_dir = os.environ.get("DLPY_DATA_DIR")
if self.data_dir.endswith(self.server_sep):
self.data_dir = self.data_dir[:-1]
self.data_dir += self.server_sep
if "DLPY_DATA_DIR_LOCAL" in os.environ:
self.local_dir = os.environ.get("DLPY_DATA_DIR_LOCAL")
def setUp(self):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.cas.trace_actions = False
swat.options.cas.trace_ui_actions = False
swat.options.interactive_mode = False
user, passwd = tm.get_user_pass()
self.s = swat.CAS(HOST, PORT, USER, PASSWD, protocol=PROTOCOL)
if type(self).server_type is None:
type(self).server_type = tm.get_cas_host_type(self.s)
self.srcLib = tm.get_casout_lib(self.server_type)
r = tm.load_data(self.s, 'datasources/cars_single.sashdat', self.server_type)
self.tablename = r['tableName']
self.assertNotEqual(self.tablename, None)
self.table = r['casTable']
def setUp(self):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
self.s = swat.CAS(HOST, PORT, USER, PASSWD, protocol=PROTOCOL)
if type(self).server_type is None:
type(self).server_type = get_cas_host_type(self.s)
self.srcLib = tm.get_casout_lib(self.server_type)
self.df = pd.DataFrame(
[[1, 2, 3, 4, 5, 'a', 'b', 'c'],
[6, np.nan, 8, 9, np.nan, 'd', 'e', 'f'],
[11, np.nan, 13, 14, np.nan, np.nan, 'h', 'i'],
[16, 17, 18, np.nan, 20, 'j', np.nan, 'l'],
[np.nan, 22, 23, 24, np.nan, np.nan, 'n', 'o']],
columns=['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'])
self.table = self.s.upload_frame(self.df)
def setUpClass(cls):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
cls.s = swat.CAS()
cls.server_type = tm.get_cas_host_type(cls.s)
cls.server_sep = '\\'
if cls.server_type.startswith("lin") or cls.server_type.startswith("osx"):
cls.server_sep = '/'
if 'DLPY_DATA_DIR' in os.environ:
cls.data_dir = os.environ.get('DLPY_DATA_DIR')
if cls.data_dir.endswith(cls.server_sep):
cls.data_dir = cls.data_dir[:-1]
cls.data_dir += cls.server_sep
if 'DLPY_DATA_DIR_LOCAL' in os.environ:
cls.data_dir_local = os.environ.get('DLPY_DATA_DIR_LOCAL')
if cls.data_dir_local.endswith(cls.server_sep):
cls.data_dir_local = cls.data_dir_local[:-1]
cls.data_dir_local += cls.server_sep
def setUp(self):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
self.s = swat.CAS()
self.server_type = tm.get_cas_host_type(self.s)
self.server_sep = '\\'
if self.server_type.startswith("lin") or self.server_type.startswith("osx"):
self.server_sep = '/'
if 'DLPY_DATA_DIR' in os.environ:
self.data_dir = os.environ.get('DLPY_DATA_DIR')
if self.data_dir.endswith(self.server_sep):
self.data_dir = self.data_dir[:-1]
self.data_dir += self.server_sep
if 'DLPY_DATA_DIR_LOCAL' in os.environ:
self.data_dir_local = os.environ.get('DLPY_DATA_DIR_LOCAL')
if self.data_dir_local.endswith(self.server_sep):
self.data_dir_local = self.data_dir_local[:-1]
self.data_dir_local += self.server_sep
def setUpClass(cls):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
cls.s = swat.CAS()
cls.server_type = tm.get_cas_host_type(cls.s)
cls.server_sep = '\\'
if cls.server_type.startswith("lin") or cls.server_type.startswith("osx"):
cls.server_sep = '/'
if 'DLPY_DATA_DIR' in os.environ:
cls.data_dir = os.environ.get('DLPY_DATA_DIR')
if cls.data_dir.endswith(cls.server_sep):
cls.data_dir = cls.data_dir[:-1]
cls.data_dir += cls.server_sep
filename = os.path.join('datasources', 'sample_syntax_for_test.json')
project_path = os.path.dirname(os.path.abspath(__file__))
full_filename = os.path.join(project_path, filename)
with open(full_filename) as f:
cls.sample_syntax = json.load(f)
def setUp(self):
swat.reset_option()
swat.options.cas.print_messages = False
swat.options.interactive_mode = False
self.s = swat.CAS(HOST, PORT, USER, PASSWD, protocol=PROTOCOL)
if type(self).server_type is None:
# Set once per class and have every test use it. No need to change between tests.
type(self).server_type = tm.get_cas_host_type(self.s)
self.srcLib = tm.get_casout_lib(self.server_type)
# Define the model
model = Sequential(self.s, model_table='test_model')
model.add(InputLayer(3, 224, 224, offsets=(0, 0, 0)))
model.add(Conv2d(8, 7))
model.add(Pooling(2))
model.add(Conv2d(8, 7))
model.add(Pooling(2))
model.add(Dense(16))
model.add(OutputLayer(act='softmax', n=2))
self.model = model
