def test07(self):
"""Testing `wherechunks` method with a `limit`, `skip` parameter"""
N, M = int(1e4), 101
ra = np.fromiter(((i, i*2., i*3) for i in xrange(N)), dtype='i4,f8,i8')
t = blz.btable(ra)
l, s = 0, 0
for block in blz.whereblocks(t, 'f1 < f2', limit=N-M-2, skip=M):
l += len(block)
s += block['f0'].sum()
self.assert_(l == N - M - 2)
self.assert_(s == np.arange(M+1, N-1).sum())
def test00(self):
"""Testing `wherechunks` method with only an expression"""
N = int(1e4)
ra = np.fromiter(((i, i*2., i*3) for i in xrange(N)), dtype='i4,f8,i8')
t = blz.btable(ra)
l, s = 0, 0
for block in blz.whereblocks(t, 'f1 < f2'):
l += len(block)
s += block['f0'].sum()
self.assert_(l == N - 1)
self.assert_(s == (N - 1) * (N / 2)) # Gauss summation formula
def test05(self):
"""Testing `wherechunks` method with a `limit` parameter"""
N, M = int(1e4), 101
ra = np.fromiter(((i, i*2., i*3) for i in xrange(N)), dtype='i4,f8,i8')
t = blz.btable(ra)
l, s = 0, 0
for block in blz.whereblocks(t, 'f1 < f2', limit=M):
l += len(block)
s += block['f0'].sum()
self.assert_(l == M)
self.assert_(s == M * ((M + 1) / 2)) # Gauss summation formula
def test02(self):
"""Testing `wherechunks` method with a `outfields` with 2 fields"""
N = int(1e4)
ra = np.fromiter(((i, i, i*3) for i in xrange(N)), dtype='i4,f8,i8')
t = blz.btable(ra)
l, s = 0, 0
for block in blz.whereblocks(t, 'f1 < f2', outfields=('f1','f2')):
self.assert_(block.dtype.names == ('f1','f2'))
l += len(block)
s += block['f1'].sum()
self.assert_(l == N - 1)
self.assert_(s == (N - 1) * (N / 2)) # Gauss summation formula
def test01(self):
"""Testing `wherechunks` method with a `blen`"""
N = int(1e4)
ra = np.fromiter(((i, i*2., i*3) for i in xrange(N)), dtype='i4,f8,i8')
t = blz.btable(ra)
l, s = 0, 0
for block in blz.whereblocks(t, 'f0 <= f1', blen=100):
l += len(block)
# All blocks should be of length 100, except the last one,
# which should be 0
self.assert_(len(block) in (0, 100))
s += block['f0'].sum()
self.assert_(l == N)
self.assert_(s == (N - 1) * (N / 2)) # Gauss summation formula