def comp_graph_embed():
output = ADgraph.draw_graph2(out_num[visfunc], G[visfunc],
edge_labs[visfunc], pos[visfunc],
labs[visfunc])
print('entered function')
#output = io.BytesIO()
#FigureCanvasSVG(fig).print_svg(output)
return Response(output.getvalue(), mimetype='image/svg+xml')
def rev_dynamic():
global curr_idx
if len(rev_dyn_set) == 0:
out = ADgraph.draw_graph_rev2(out_num[visfunc], G[visfunc],
edge_labs[visfunc], pos[visfunc],
labs[visfunc])
return Response(out.getvalue(), mimetype='image/svg+xml')
if curr_idx < 0:
#global curr_idx
curr_idx = 0
if curr_idx > len(rev_dyn_set) - 1:
#global curr_idx
curr_idx = len(rev_dyn_set) - 1
output = rev_dyn_set[
curr_idx] #ADgraph.draw_graph_rev2(out_num[visfunc], G[visfunc], edge_labs[visfunc], pos[visfunc], labs[visfunc])
return Response(output.getvalue(), mimetype='image/svg+xml')
def build_function():
global out_num
out_num = [None] * master_outs
for i in range(master_outs):
if master_ins == 1:
out_num[i] = function_output[i](x[i])
if master_ins == 2:
out_num[i] = function_output[i](x[i], y[i])
if master_ins == 3:
out_num[i] = function_output[i](x[i], y[i], z[i])
if master_ins == 4:
out_num[i] = function_output[i](x[i], y[i], z[i], u[i])
if master_ins == 5:
out_num[i] = function_output[i](x[i], y[i], z[i], u[i], v[i])
global disp_val, disp_der
disp_val = '['
disp_der = '['
for out in out_num:
#disp_val = str(np.round(out.val, 2))
#disp_der = str(np.round(out.der, 2))
try:
disp_val += str(np.round(out.val, 2))
disp_der += str(np.round(out.der, 2))
except:
disp_val += str(np.round(out, 2))
disp_der + +str([0] * master_ins)
disp_val += ',\n'
disp_der += ',\n'
disp_val = disp_val[:-2] + ']'
disp_der = disp_der[:-2] + ']'
global G, edge_labs, pos, labs
G = [None] * master_outs
edge_labs = [None] * master_outs
pos = [None] * master_outs
labs = [None] * master_outs
for i, out in enumerate(out_num):
try:
G[i], edge_labs[i], pos[i], labs[i] = ADgraph.get_graph_setup(out)
except AttributeError:
pass
def graphwindow():
global show_table
global visfunc
errors = ""
if request.method == "POST":
action = request.form["action"]
if request.form["action"] == "Set Input Values":
show_table = False
global varlist
varlist = []
try:
global x
x = [None] * master_outs
for i in range(master_outs):
x[i] = ADnum(float(request.form["x"]),
ins=master_ins,
ind=0)
var_strs['x'] = request.form["x"]
varlist.append(x)
if master_ins > 1:
global y
y = [None] * master_outs
for i in range(master_outs):
y[i] = ADnum(float(request.form["y"]),
ins=master_ins,
ind=1)
var_strs['y'] = request.form["y"]
varlist.append(y)
if master_ins > 2:
global z
z = [None] * master_outs
for i in range(master_outs):
z[i] = ADnum(float(request.form["z"]),
ins=master_ins,
ind=2)
var_strs['z'] = request.form['z']
varlist.append(z)
if master_ins > 3:
global u
u = [None] * master_outs
for i in range(master_outs):
u[i] = ADnum(float(request.form["u"]),
ins=master_ins,
ind=3)
var_strs['u'] = request.form["u"]
varlist.append(u)
if master_ins > 4:
global v
v = [None] * master_outs
for i in range(master_outs):
v[i] = ADnum(float(request.form["v"]),
ins=master_ins,
ind=4)
var_strs['v'] = request.form["v"]
varlist.append(v)
build_function()
return render_template('graph2.html',
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=True,
val=disp_val,
der=disp_der,
show_table=False,
func_select=False)
except:
errors += "Please enter numeric values for all of the inputs."
else:
global curr_idx
global rev_dyn_set
if request.form["action"] == "f1":
visfunc = 0
curr_idx = 0
rev_dyn_set = []
if request.form["action"] == "f2":
visfunc = 1
curr_idx = 0
rev_dyn_set = []
if request.form["action"] == "f3":
visfunc = 2
curr_idx = 0
rev_dyn_set = []
table = get_table()
if request.form["action"][0] == 'd':
curr_idx = 0
action = request.form["action"]
i = int(action[-2])
var = varlist[int(action[-1])]
rev_dyn_set = ADgraph.get_rev_dynamic_outs(
out_num[i], var[i].revder(out_num[i])[1], G[i],
edge_labs[i], pos[i], labs[i],
var[i].revder(out_num[i])[0])
if request.form["action"] == "prev":
curr_idx = curr_idx - 1
if request.form["action"] == "next":
curr_idx = curr_idx + 1
return render_template('graph2.html',
visfunc=visfunc,
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=True,
val=disp_val,
der=disp_der,
func_select=True,
table=table)
#if action[0]=="g":
#if request.form["action"]=="Computational Graph":
# comp_graph(int(action[-1]))
# if show_table:
# df = ADgraph.gen_table(out_num[int(action[-1])])
# table = df.to_html(index=False)
#ADgraph.draw_graph2(out_num[0], G[0], edge_labs[0], pos[0], labs[0])
#else:
# table = 0
#return render_template('graph.html', ins=master_ins, outs=master_outs, errors=errors, var_strs=var_strs, flabels=flabels, func_content=func_content, full=True, val=disp_val, der=disp_der, show_table=show_table, tables=table)
#comp_graph(int(action[-1]))
#if action[0]=="t":
# df = ADgraph.gen_table(out_num[int(action[-1])])
# table = df.to_html(index=False)
# show_table = True
#return render_template('graph.html', ins=master_ins, outs=master_outs, errors=errors, var_strs=var_strs, flabels=flabels, func_content=func_content, full=True, val=disp_val, der=disp_der, show_table = show_table, tables=table)
#if action[0]=='r':
#if request.form["action"]=="Reverse Graph":
# rev_graph(int(action[-1]))
#ADgraph.draw_graph_rev2(out_num[0], G[0], edge_labs[0], pos[0], labs[0])
# return render_template('graph.html', ins=master_ins, outs=master_outs, errors=errors, var_strs=var_strs, flabels=flabels, func_content=func_content, full=True, val=disp_val, der=disp_der, show_table=show_table)
#if action[0]=='d':
#if request.form["action"]=="Rev Dynamic":
# rev_dynamic(int(action[-2]), varlist[int(action[-1])])
#ADgraph.draw_graph_rev_dynamic(out_num[0], x[0].revder(out_num[0])[1], G[0], edge_labs[0], pos[0], labs[0], x[0].revder(out_num[0])[0])
#return render_template('graph.html', ins=master_ins, outs=master_outs, errors=errors, var_strs=var_strs, flabels=flabels, func_content=func_content, full=True, val=disp_val, der=disp_der, show_table=show_table)
return render_template('graph2.html',
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=False,
show_table=False,
func_select=False)
def rev_dynamic(i, var):
ADgraph.draw_graph_rev_dynamic(out_num[i], var[i].revder(out_num[i])[1],
G[i], edge_labs[i], pos[i], labs[i],
var[i].revder(out_num[i])[0])
def rev_graph(i):
ADgraph.draw_graph_rev2(out_num[i], G[i], edge_labs[i], pos[i], labs[i])
def comp_graph(i):
ADgraph.draw_graph2(out_num[i], G[i], edge_labs[i], pos[i], labs[i])
def get_table():
df = ADgraph.gen_table(out_num[visfunc])
return df.to_html(index=False)
def rev_graph_embed():
output = ADgraph.draw_graph_rev2(out_num[visfunc], G[visfunc],
edge_labs[visfunc], pos[visfunc],
labs[visfunc])
return Response(output.getvalue(), mimetype='image/svg+xml')
def graphwindow():
global show_table
errors = ""
if request.method == "POST":
action = request.form["action"]
if request.form["action"] == "Set Input Values":
show_table = False
global varlist
varlist = []
try:
global x
x = [ADnum(float(request.form["x"]), ins=master_ins, ind=0)
] * master_outs
var_strs['x'] = request.form["x"]
varlist.append(x)
if master_ins > 1:
global y
y = [
ADnum(float(request.form["y"]), ins=master_ins, ind=1)
] * master_outs
var_strs['y'] = request.form["y"]
varlist.append(y)
if master_ins > 2:
global z
z = [
ADnum(float(request.form["z"]), ins=master_ins, ind=2)
] * master_outs
var_strs['z'] = request.form['z']
varlist.append(z)
if master_ins > 3:
global u
u = [
ADnum(float(request.form["u"]), ins=master_ins, ind=3)
] * master_outs
var_strs['u'] = request.form["u"]
varlist.append(u)
if master_ins > 4:
global v
v = [
ADnum(float(request.form["v"]), ins=master_ins, ind=4)
] * master_outs
var_strs['v'] = request.form["v"]
varlist.append(v)
build_function()
return render_template('graph.html',
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=True,
val=disp_val,
der=disp_der,
show_table=False)
except:
errors += "Please enter numeric values for all of the inputs."
if action[0] == "g":
#if request.form["action"]=="Computational Graph":
comp_graph(int(action[-1]))
if show_table:
df = ADgraph.gen_table(out_num[int(action[-1])])
table = df.to_html(index=False)
#ADgraph.draw_graph2(out_num[0], G[0], edge_labs[0], pos[0], labs[0])
else:
table = 0
return render_template('graph.html',
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=True,
val=disp_val,
der=disp_der,
show_table=show_table,
tables=table)
#comp_graph(int(action[-1]))
if action[0] == "t":
df = ADgraph.gen_table(out_num[int(action[-1])])
table = df.to_html(index=False)
show_table = True
return render_template('graph.html',
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=True,
val=disp_val,
der=disp_der,
show_table=show_table,
tables=table)
if action[0] == 'r':
#if request.form["action"]=="Reverse Graph":
rev_graph(int(action[-1]))
#ADgraph.draw_graph_rev2(out_num[0], G[0], edge_labs[0], pos[0], labs[0])
return render_template('graph.html',
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=True,
val=disp_val,
der=disp_der,
show_table=show_table)
if action[0] == 'd':
#if request.form["action"]=="Rev Dynamic":
rev_dynamic(int(action[-2]), varlist[int(action[-1])])
#ADgraph.draw_graph_rev_dynamic(out_num[0], x[0].revder(out_num[0])[1], G[0], edge_labs[0], pos[0], labs[0], x[0].revder(out_num[0])[0])
return render_template('graph.html',
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=True,
val=disp_val,
der=disp_der,
show_table=show_table)
return render_template('graph.html',
ins=master_ins,
outs=master_outs,
errors=errors,
var_strs=var_strs,
flabels=flabels,
func_content=func_content,
full=False,
show_table=False)