def call(self, ex):
# some algos do not support CSR matrices
if ex.__name__.startswith('sorting'):
self.skipTest("not supporting CSR")
method = 'singlePassCSR' if any(
x in ex.__name__
for x in ['low_order_moms', 'covariance']) else 'fastCSR'
# cannot use fastCSR ofr implicit als; bug in Intel(R) DAAL?
if 'implicit_als' in ex.__name__:
method = 'defaultDense'
if hasattr(ex, 'dflt_method'):
low_order_moms
method = ex.dflt_method.replace('defaultDense',
'fastCSR').replace('Dense', 'CSR')
return ex.main(readcsv=csr_read_csv, method=method)
def call(self, ex):
# some algos do not support CSR matrices
if ex.__name__.startswith('sorting'):
self.skipTest("not supporting CSR")
if any (ex.__name__.startswith(x) for x in ['adaboost', 'brownboost', 'stump_classification', 'gbt_cls_model_create']):
self.skipTest("not supporting CSR")
method = 'singlePassCSR' if any(x in ex.__name__ for x in ['low_order_moms', 'covariance']) else 'fastCSR'
# cannot use fastCSR ofr implicit als
if 'implicit_als' in ex.__name__:
method = 'defaultDense'
# kmeans have no special method for CSR
if 'kmeans' in ex.__name__:
method = 'randomDense'
if hasattr(ex, 'dflt_method'):
low_order_moms
method = ex.dflt_method.replace('defaultDense', 'fastCSR').replace('Dense', 'CSR')
return ex.main(readcsv=csr_read_csv, method=method)
def call(self, ex):
return ex.main(readcsv=pd_read_csv)
