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Silviu Marian Udrescu 2020-04-21 02:26:25 -04:00 • committed by GitHub
parent 1c7765c961
commit 8f1cbc7a7e
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4 changed files with 96 additions and 76 deletions
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95
Code/S_add_snap_expr_on_pareto.py
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@ -79,19 +79,22 @@ def add_snap_expr_on_pareto(pathdir, filename, math_expr, PA, DR_file=""):
# Do integer snap one parameter at a time
integer_snapped_expr = []
for w in range(len(eq_numbers)):
param_dict = {}
unsnapped_param_dict = {'p':1}
eq = unsnap_recur(expr,param_dict,unsnapped_param_dict)
new_numbers = integerSnap(eq_numbers,w+1)
for kk in range(len(new_numbers)):
eq_numbers[new_numbers[kk][0]] = new_numbers[kk][1]
jj = 0
for parm in unsnapped_param_dict:
if parm!="p":
eq = eq.subs(parm, eq_numbers[jj])
jj = jj + 1
integer_snapped_expr = integer_snapped_expr + [eq]
try:
param_dict = {}
unsnapped_param_dict = {'p':1}
eq = unsnap_recur(expr,param_dict,unsnapped_param_dict)
new_numbers = integerSnap(eq_numbers,w+1)
for kk in range(len(new_numbers)):
eq_numbers[new_numbers[kk][0]] = new_numbers[kk][1]
jj = 0
for parm in unsnapped_param_dict:
if parm!="p":
eq = eq.subs(parm, eq_numbers[jj])
jj = jj + 1
integer_snapped_expr = integer_snapped_expr + [eq]
except:
continue
# Get the numbers appearing in the expression
is_atomic_number = lambda expr: expr.is_Atom and expr.is_number
eq_numbers = [subexpression for subexpression in preorder_traversal(expr) if is_atomic_number(subexpression)]
@ -99,18 +102,21 @@ def add_snap_expr_on_pareto(pathdir, filename, math_expr, PA, DR_file=""):
# Do zero snap one parameter at a time
zero_snapped_expr = []
for w in range(len(eq_numbers)):
param_dict = {}
unsnapped_param_dict = {'p':1}
eq = unsnap_recur(expr,param_dict,unsnapped_param_dict)
new_numbers = zeroSnap(eq_numbers,w+1)
for kk in range(len(new_numbers)):
eq_numbers[new_numbers[kk][0]] = new_numbers[kk][1]
jj = 0
for parm in unsnapped_param_dict:
if parm!="p":
eq = eq.subs(parm, eq_numbers[jj])
jj = jj + 1
zero_snapped_expr = zero_snapped_expr + [eq]
try:
param_dict = {}
unsnapped_param_dict = {'p':1}
eq = unsnap_recur(expr,param_dict,unsnapped_param_dict)
new_numbers = zeroSnap(eq_numbers,w+1)
for kk in range(len(new_numbers)):
eq_numbers[new_numbers[kk][0]] = new_numbers[kk][1]
jj = 0
for parm in unsnapped_param_dict:
if parm!="p":
eq = eq.subs(parm, eq_numbers[jj])
jj = jj + 1
zero_snapped_expr = zero_snapped_expr + [eq]
except:
continue
# Get the numbers appearing in the expression
is_atomic_number = lambda expr: expr.is_Atom and expr.is_number
@ -119,24 +125,27 @@ def add_snap_expr_on_pareto(pathdir, filename, math_expr, PA, DR_file=""):
# Do rational snap one parameter at a time
rational_snapped_expr = []
for w in range(len(eq_numbers)):
eq_numbers_snap = copy.deepcopy(eq_numbers)
param_dict = {}
unsnapped_param_dict = {'p':1}
eq = unsnap_recur(expr,param_dict,unsnapped_param_dict)
new_numbers = rationalSnap(eq_numbers,w+1)
for kk in range(len(new_numbers)):
eq_numbers_snap[new_numbers[kk][0]] = new_numbers[kk][1][1:3]
jj = 0
for parm in unsnapped_param_dict:
if parm!="p":
try:
eq = eq.subs(parm, Rational(eq_numbers_snap[jj][0],eq_numbers_snap[jj][1]))
except:
eq = eq.subs(parm, eq_numbers_snap[jj])
jj = jj + 1
rational_snapped_expr = rational_snapped_expr + [eq]
try:
eq_numbers_snap = copy.deepcopy(eq_numbers)
param_dict = {}
unsnapped_param_dict = {'p':1}
eq = unsnap_recur(expr,param_dict,unsnapped_param_dict)
new_numbers = rationalSnap(eq_numbers,w+1)
for kk in range(len(new_numbers)):
eq_numbers_snap[new_numbers[kk][0]] = new_numbers[kk][1][1:3]
jj = 0
for parm in unsnapped_param_dict:
if parm!="p":
try:
eq = eq.subs(parm, Rational(eq_numbers_snap[jj][0],eq_numbers_snap[jj][1]))
except:
eq = eq.subs(parm, eq_numbers_snap[jj])
jj = jj + 1
rational_snapped_expr = rational_snapped_expr + [eq]
except:
continue
snapped_expr = np.append(integer_snapped_expr,zero_snapped_expr)
snapped_expr = np.append(snapped_expr,rational_snapped_expr)