def test_R(self):
rScript = h2o.find_file('R/tests/test_R_GLM_basic.R')
rLibrary = h2o.find_file('R/H2O_S4.R')
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o', shCmdString.split())
h2o.spawn_wait(ps, outpath, errpath, timeout=10)
def test_steam(self):
print "----------------------------------------------------------"
print " Testing Steam... "
print "----------------------------------------------------------"
# Go up two dirs and add '/client'.
# Don't know if there's a better way to do this. - Prithvi
client_dir = os.path.join(
os.path.split(
os.path.split(os.path.dirname(
os.path.realpath(__file__)))[0])[0], 'client')
node0 = h2o.nodes[0]
os.environ['STEAM_NODE_ADDR'] = node0.http_addr
os.environ['STEAM_NODE_PORT'] = str(node0.port)
# Run `make test -C path_to_h2o/client`
command_string = "make test -C " + client_dir
# However, when `make test` fails, h2o.spawn_wait() fails hard without an exit code.
# Further, if this is trapped in a try/except, the failed tests are not routed to stdout.
(ps, outpath, errpath) = h2o.spawn_cmd('steam_tests',
command_string.split())
h2o.spawn_wait(ps, outpath, errpath, timeout=1000)
print "----------------------------------------------------------"
print " Steam tests completed successfully! "
print "----------------------------------------------------------"
def test_R(self):
rScript = h2o.find_file('R/tests/test_R_GLM_basic.R')
rLibrary = h2o.find_file('R/H2O_S4.R')
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o', shCmdString.split())
h2o.spawn_wait(ps, outpath, errpath, timeout=10)
def test_steam(self):
self.create_models(self.import_frames())
print "----------------------------------------------------------"
print " Testing Steam... "
print "----------------------------------------------------------"
# Go up two dirs and add '/client'.
# Don't know if there's a better way to do this. - Prithvi
client_dir = os.path.join(
os.path.split(
os.path.split(os.path.dirname(
os.path.realpath(__file__)))[0])[0], 'client')
# Run `make test -C path_to_h2o/client`
command_string = "make test -C " + client_dir
# Ideally there should have been some kind of exit code checking or exception handling here.
# However, when `make test` fails, h2o.spawn_wait() fails hard without an exit code.
# Further, if this is trapped in a try/except, the failed tests are not routed to stdout.
(ps, outpath, errpath) = h2o.spawn_cmd('steam_tests',
command_string.split())
h2o.spawn_wait(ps, outpath, errpath, timeout=1000)
print "----------------------------------------------------------"
print " Steam tests completed successfully! "
print "----------------------------------------------------------"
def do_R(rScript, rLibrary):
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[
0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o',
shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if (rc != 0): raise Exception("R exited with non-zero return code %s" % rc)
def test_R_RF_diff_ignore(self):
print "\nStarting iris.csv ignore predictor(s) test"
rScript = h2o.find_file('R/tests/test_R_RF_diff_ignore.R')
rLibrary = h2o.find_file('R/H2O_Load.R')
# Ignore successively more predictor columns
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o', shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if(rc != 0): raise Exception("R exited with non-zero return code %s" % rc)
def test_R_RF_diff_class(self):
print "\nStarting iris.csv class weight test"
rScript = h2o.find_file('R/tests/test_R_RF_diff_class.R')
rLibrary = h2o.find_file('R/H2O_Load.R')
# Compare results from different class weights
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o', shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if(rc != 0): raise Exception("R exited with non-zero return code %s" % rc)
def test_R_C_kmeans_prostate(self):
print "\nStarting prostate.csv"
rScript = h2o.find_file('R/tests/test_R_C_kmeans_prostate.R')
rLibrary = h2o.find_file('R/H2O_Load.R')
# Run k-means with k = 5 on column 2 (Age)
# Loop to see if we get same centers
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o', shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if(rc != 0): raise Exception("R exited with non-zero return code %s" % rc)
def test_steam(self):
self.create_models(self.import_frames())
print "----------------------------------------------------------"
print " Testing Steam... "
print "----------------------------------------------------------"
# Go up two dirs and add '/client'.
# Don't know if there's a better way to do this. - Prithvi
client_dir = os.path.join(os.path.split(os.path.split(os.path.dirname(os.path.realpath(__file__)))[0])[0], 'client')
# Run `make test -C path_to_h2o/client`
command_string = "make test -C " + client_dir
# Ideally there should have been some kind of exit code checking or exception handling here.
# However, when `make test` fails, h2o.spawn_wait() fails hard without an exit code.
# Further, if this is trapped in a try/except, the failed tests are not routed to stdout.
(ps, outpath, errpath) = h2o.spawn_cmd('steam_tests', command_string.split())
h2o.spawn_wait(ps, outpath, errpath, timeout=1000)
print "----------------------------------------------------------"
print " Steam tests completed successfully! "
print "----------------------------------------------------------"
def test_R_C_prostate(self):
print "\nStarting prostate.csv"
rScript = h2o.find_file('R/tests/test_R_C_prostate.R')
rLibrary = h2o.find_file('R/H2O_Load.R')
# Columns start at 0
# Test columns 1-8, with 1 as response
# (Skip 0 because member ID)
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o', shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if(rc != 0): raise Exception("R exited with non-zero return code %s" % rc)
def test_R_B_benign(self):
print "\nStarting benign.csv"
rScript = h2o.find_file('R/tests/test_R_B_benign.R')
rLibrary = h2o.find_file('R/H2O_Load.R')
# Columns start at 0
# Test columns 0-13, with 3 as response
# N-fold cross-validation = 5
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o', shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if(rc != 0): raise Exception("R exited with non-zero return code %s" % rc)
def test_steam(self):
print "----------------------------------------------------------"
print " Testing Steam... "
print "----------------------------------------------------------"
# Go up two dirs and add '/client'.
# Don't know if there's a better way to do this. - Prithvi
client_dir = os.path.join(os.path.split(os.path.split(os.path.dirname(os.path.realpath(__file__)))[0])[0], 'client')
node0 = h2o.nodes[0]
os.environ['STEAM_NODE_ADDR'] = node0.http_addr
os.environ['STEAM_NODE_PORT'] = str(node0.port)
# Run `make test -C path_to_h2o/client`
command_string = "make test -C " + client_dir
# However, when `make test` fails, h2o.spawn_wait() fails hard without an exit code.
# Further, if this is trapped in a try/except, the failed tests are not routed to stdout.
(ps, outpath, errpath) = h2o.spawn_cmd('steam_tests', command_string.split())
h2o.spawn_wait(ps, outpath, errpath, timeout=1000)
print "----------------------------------------------------------"
print " Steam tests completed successfully! "
print "----------------------------------------------------------"
def test_R_C_kmeans_prostate(self):
print "\nStarting prostate.csv"
rScript = h2o.find_file('R/tests/test_R_C_kmeans_prostate.R')
rLibrary = h2o.find_file('R/H2O_Load.R')
# Run k-means with k = 5 on column 2 (Age)
# Loop to see if we get same centers
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[
0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o',
shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if (rc != 0):
raise Exception("R exited with non-zero return code %s" % rc)
def test_R_C_prostate(self):
print "\nStarting prostate.csv"
rScript = h2o.find_file('R/tests/test_R_C_prostate.R')
rLibrary = h2o.find_file('R/H2O_Load.R')
# Columns start at 0
# Test columns 1-8, with 1 as response
# (Skip 0 because member ID)
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[
0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o',
shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if (rc != 0):
raise Exception("R exited with non-zero return code %s" % rc)
def test_R_B_benign(self):
print "\nStarting benign.csv"
rScript = h2o.find_file('R/tests/test_R_B_benign.R')
rLibrary = h2o.find_file('R/H2O_Load.R')
# Columns start at 0
# Test columns 0-13, with 3 as response
# N-fold cross-validation = 5
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[
0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o',
shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if (rc != 0):
raise Exception("R exited with non-zero return code %s" % rc)
def do_R(rScript, rLibrary):
shCmdString = "R -f " + rScript + " --args " + rLibrary + " " + h2o.nodes[0].http_addr + ":" + str(h2o.nodes[0].port)
(ps, outpath, errpath) = h2o.spawn_cmd('rtest_with_h2o', shCmdString.split())
rc = h2o.spawn_wait(ps, outpath, errpath, timeout=10)
if(rc != 0): raise Exception("R exited with non-zero return code %s" % rc)
