def compute_extrap(L, filling, bond_dim):
## Load all bond dimensions
sets = map(lambda parms: to_dataset(*utils.load_or_evaluate('energy', evaluate, **parms)),
utils.iter_bond_dim(L=L, filling=filling))
sets = filter(lambda d: d.props is not None, sets)
## Extrapolate
return extrapolate.extrapolate(sets, foreach=['L', 't\'', 'Nup_total', 'Ndown_total'], extrap_type=bond_dim.type, deg=bond_dim.deg, num_points=bond_dim.num_points)
def compute_extrap(L, filling, bond_dim, correlation_type, at_x=None):
## Load all bond dimensions
sets = map(lambda parms: to_dataset(*utils.load_or_evaluate('densdens', evaluate, **parms)),
utils.iter_bond_dim(L=L, filling=filling, correlation_type=correlation_type))
sets = filter(lambda d: d.props is not None, sets)
## Extrapolate
return extrapolate_local.extrapolate(sets, 'Density Correlation', foreach=['L', 't\'', 'Nup_total', 'Ndown_total'], extrap_type=bond_dim.type, deg=bond_dim.deg, num_points=bond_dim.num_points, full_output_at=[at_x])
def compute_extrap(L, filling, bond_dim, correlation_type, at_x=None):
## Load all bond dimensions
sets = map(
lambda parms: to_dataset(*utils.load_or_evaluate("pairfield", evaluate, **parms)),
utils.iter_bond_dim(L=L, filling=filling, correlation_type=correlation_type),
)
sets = filter(lambda d: d.props is not None, sets)
## Extrapolate
return extrapolate_local.extrapolate(
sets,
"Pairfield Correlation",
foreach=["L", "t'", "Nup_total", "Ndown_total"],
extrap_type=bond_dim.type,
deg=bond_dim.deg,
num_points=bond_dim.num_points,
full_output_at=[at_x],
)
def compute_extrap(L, filling, bond_dim, at_x=None):
## Load all bond dimensions
sets = map(lambda parms: to_dataset(*utils.load_or_evaluate('density', evaluate, **parms)),
utils.iter_bond_dim(L=L, filling=filling))
sets = filter(lambda d: d.props is not None, sets)
# check that particle density in the middle is symmetric, otherwise exclude dataset
# for L=192 it is better to use only M > 2000
def symm_middle_filter(d):
x = int(d.props['L'] / 2)
delta = abs(d.y[x] - d.y[x-1]) if d.props['L']%2==0 else abs(d.y[x+1] - d.y[x-1])
if delta > 5e-5:
print '# Discard L={L:.0f}, n={filling}, tperp={t\'}, M={max_bond_dimension:.0f} : middle density not symmetry, delta={delta}'.format(delta=delta, **d.props)
return False
return True
sets = filter(symm_middle_filter, sets)
## Extrapolate
return extrapolate_local.extrapolate(sets, 'Rung density', foreach=['L', 't\'', 'Nup_total', 'Ndown_total'], extrap_type=bond_dim.type, deg=bond_dim.deg, num_points=bond_dim.num_points, full_output_at=[at_x])