def ac_analysis(circ, start, nsteps, stop, step_type, xop=None, mna=None,\
AC=None, Nac=None, J=None, data_filename="stdout", verbose=3):
"""Performs an AC analysis of the circuit (described by circ).
"""
if data_filename == 'stdout':
verbose = 0
#check step/start/stop parameters
if start == 0:
printing.print_general_error("AC analysis has start frequency = 0")
sys.exit(5)
if start > stop:
printing.print_general_error("AC analysis has start > stop")
sys.exit(1)
if nsteps < 1:
printing.print_general_error("AC analysis has number of steps <= 1")
sys.exit(1)
if step_type == options.ac_log_step:
omega_iter = utilities.log_axis_iterator(stop, start, nsteps)
elif step_type == options.ac_lin_step:
omega_iter = utilities.lin_axis_iterator(stop, start, nsteps)
else:
printing.print_general_error("Unknown sweep type.")
sys.exit(1)
tmpstr = "Vea =", options.vea, "Ver =", options.ver, "Iea =", options.iea, "Ier =", \
options.ier, "max_ac_nr_iter =", options.ac_max_nr_iter
printing.print_info_line((tmpstr, 5), verbose)
del tmpstr
printing.print_info_line(("Starting AC analysis: ", 1), verbose)
tmpstr = "w: start = %g Hz, stop = %g Hz, %d steps" % (start, stop, nsteps)
printing.print_info_line((tmpstr, 3), verbose)
del tmpstr
#It's a good idea to call AC with prebuilt MNA matrix if the circuit is big
if mna is None:
(mna, N) = dc_analysis.generate_mna_and_N(circ)
del N
mna = utilities.remove_row_and_col(mna)
if Nac is None:
Nac = generate_Nac(circ)
Nac = utilities.remove_row(Nac, rrow=0)
if AC is None:
AC = generate_AC(circ, [mna.shape[0], mna.shape[0]])
AC = utilities.remove_row_and_col(AC)
if circ.is_nonlinear():
if J is not None:
pass
# we used the supplied linearization matrix
else:
if xop is None:
printing.print_info_line(
("Starting OP analysis to get a linearization point...",
3),
verbose,
print_nl=False)
#silent OP
xop = dc_analysis.op_analysis(circ, verbose=0)
if xop is None: #still! Then op_analysis has failed!
printing.print_info_line(("failed.", 3), verbose)
printing.print_general_error(
"OP analysis failed, no linearization point available. Quitting."
)
sys.exit(3)
else:
printing.print_info_line(("done.", 3), verbose)
printing.print_info_line(("Linearization point (xop):", 5),
verbose)
if verbose > 4: xop.print_short()
printing.print_info_line(("Linearizing the circuit...", 5),
verbose,
print_nl=False)
J = generate_J(xop=xop.asmatrix(),
circ=circ,
mna=mna,
Nac=Nac,
data_filename=data_filename,
verbose=verbose)
printing.print_info_line((" done.", 5), verbose)
# we have J, continue
else: #not circ.is_nonlinear()
# no J matrix is required.
J = 0
printing.print_info_line(("MNA (reduced):", 5), verbose)
printing.print_info_line((str(mna), 5), verbose)
printing.print_info_line(("AC (reduced):", 5), verbose)
printing.print_info_line((str(AC), 5), verbose)
printing.print_info_line(("J (reduced):", 5), verbose)
printing.print_info_line((str(J), 5), verbose)
printing.print_info_line(("Nac (reduced):", 5), verbose)
printing.print_info_line((str(Nac), 5), verbose)
sol = results.ac_solution(circ,
ostart=start,
ostop=stop,
opoints=nsteps,
stype=step_type,
op=xop,
outfile=data_filename)
# setup the initial values to start the iteration:
nv = len(circ.nodes_dict)
j = numpy.complex('j')
Gmin_matrix = dc_analysis.build_gmin_matrix(circ, options.gmin,
mna.shape[0], verbose)
iter_n = 0 # contatore d'iterazione
#printing.print_results_header(circ, fdata, print_int_nodes=options.print_int_nodes, print_omega=True)
printing.print_info_line(("Solving... ", 3), verbose, print_nl=False)
tick = ticker.ticker(increments_for_step=1)
tick.display(verbose > 1)
x = xop
for omega in omega_iter:
(x, error, solved, n_iter) = dc_analysis.dc_solve(mna=(mna + numpy.multiply(j*omega, AC) + J), \
Ndc=Nac, Ntran=0, circ=circuit.circuit(title="Dummy circuit for AC", filename=None), Gmin=Gmin_matrix, x0=x, \
time=None, locked_nodes=None, MAXIT=options.ac_max_nr_iter, skip_Tt=True, verbose=0)
if solved:
tick.step(verbose > 1)
iter_n = iter_n + 1
# hooray!
sol.add_line(omega, x)
else:
break
tick.hide(verbose > 1)
if solved:
printing.print_info_line(("done.", 1), verbose)
ret_value = sol
else:
printing.print_info_line(("failed.", 1), verbose)
ret_value = None
return ret_value
def ac_analysis(circ, start, points, stop, sweep_type, x0=None,
mna=None, AC=None, Nac=None, J=None,
outfile="stdout", verbose=3):
"""Performs an AC analysis of the circuit described by circ.
Parameters:
start (float): the start angular frequency for the AC analysis
stop (float): stop angular frequency
points (float): the number of points to be use the discretize the
[start, stop] interval.
sweep_type (string): Either 'LOG' or 'LINEAR', defaults to 'LOG'.
outfile (string): the filename of the output file where the results will be written.
'.ac' is automatically added at the end to prevent different
analyses from overwriting each-other's results.
If unset or set to None, defaults to stdout.
verbose (int): the verbosity level, from 0 (silent) to 6 (debug).
Returns: an AC results object
"""
if outfile == 'stdout':
verbose = 0
# check step/start/stop parameters
nsteps = points - 1
if start == 0:
printing.print_general_error("AC analysis has start frequency = 0")
sys.exit(5)
if start > stop:
printing.print_general_error("AC analysis has start > stop")
sys.exit(1)
if nsteps < 1:
printing.print_general_error("AC analysis has number of steps <= 1")
sys.exit(1)
if sweep_type == options.ac_log_step:
omega_iter = utilities.log_axis_iterator(stop, start, nsteps)
elif sweep_type == options.ac_lin_step:
omega_iter = utilities.lin_axis_iterator(stop, start, nsteps)
else:
printing.print_general_error("Unknown sweep type.")
sys.exit(1)
tmpstr = "Vea =", options.vea, "Ver =", options.ver, "Iea =", options.iea, "Ier =", \
options.ier, "max_ac_nr_iter =", options.ac_max_nr_iter
printing.print_info_line((tmpstr, 5), verbose)
del tmpstr
printing.print_info_line(("Starting AC analysis: ", 1), verbose)
tmpstr = "w: start = %g Hz, stop = %g Hz, %d steps" % (start, stop, nsteps)
printing.print_info_line((tmpstr, 3), verbose)
del tmpstr
# It's a good idea to call AC with prebuilt MNA matrix if the circuit is
# big
if mna is None:
(mna, N) = dc_analysis.generate_mna_and_N(circ, verbose=verbose)
del N
mna = utilities.remove_row_and_col(mna)
if Nac is None:
Nac = generate_Nac(circ)
Nac = utilities.remove_row(Nac, rrow=0)
if AC is None:
AC = generate_AC(circ, [mna.shape[0], mna.shape[0]])
AC = utilities.remove_row_and_col(AC)
if circ.is_nonlinear():
if J is not None:
pass
# we used the supplied linearization matrix
else:
if x0 is None:
printing.print_info_line(
("Starting OP analysis to get a linearization point...", 3), verbose, print_nl=False)
# silent OP
x0 = dc_analysis.op_analysis(circ, verbose=0)
if x0 is None: # still! Then op_analysis has failed!
printing.print_info_line(("failed.", 3), verbose)
printing.print_general_error(
"OP analysis failed, no linearization point available. Quitting.")
sys.exit(3)
else:
printing.print_info_line(("done.", 3), verbose)
printing.print_info_line(
("Linearization point (xop):", 5), verbose)
if verbose > 4:
x0.print_short()
printing.print_info_line(
("Linearizing the circuit...", 5), verbose, print_nl=False)
J = generate_J(xop=x0.asmatrix(), circ=circ, mna=mna,
Nac=Nac, data_filename=outfile, verbose=verbose)
printing.print_info_line((" done.", 5), verbose)
# we have J, continue
else: # not circ.is_nonlinear()
# no J matrix is required.
J = 0
printing.print_info_line(("MNA (reduced):", 5), verbose)
printing.print_info_line((str(mna), 5), verbose)
printing.print_info_line(("AC (reduced):", 5), verbose)
printing.print_info_line((str(AC), 5), verbose)
printing.print_info_line(("J (reduced):", 5), verbose)
printing.print_info_line((str(J), 5), verbose)
printing.print_info_line(("Nac (reduced):", 5), verbose)
printing.print_info_line((str(Nac), 5), verbose)
sol = results.ac_solution(circ, ostart=start, ostop=stop,
opoints=nsteps, stype=sweep_type, op=x0, outfile=outfile)
# setup the initial values to start the iteration:
nv = len(circ.nodes_dict)
j = numpy.complex('j')
Gmin_matrix = dc_analysis.build_gmin_matrix(
circ, options.gmin, mna.shape[0], verbose)
iter_n = 0 # contatore d'iterazione
printing.print_info_line(("Solving... ", 3), verbose, print_nl=False)
tick = ticker.ticker(increments_for_step=1)
tick.display(verbose > 1)
x = x0
for omega in omega_iter:
(x, error, solved, n_iter) = dc_analysis.dc_solve(
mna=(mna + numpy.multiply(j * omega, AC) + J),
Ndc = Nac,
Ntran = 0,
circ = circuit.Circuit(
title="Dummy circuit for AC", filename=None),
Gmin = Gmin_matrix,
x0 = x,
time = None,
locked_nodes = None,
MAXIT = options.ac_max_nr_iter,
skip_Tt = True,
verbose = 0)
if solved:
tick.step(verbose > 1)
iter_n = iter_n + 1
# hooray!
sol.add_line(omega, x)
else:
break
tick.hide(verbose > 1)
if solved:
printing.print_info_line(("done.", 1), verbose)
ret_value = sol
else:
printing.print_info_line(("failed.", 1), verbose)
ret_value = None
return ret_value
def ac_analysis(circ, start, nsteps, stop, step_type, xop=None, mna=None,\
AC=None, Nac=None, J=None, data_filename="stdout", verbose=3):
"""Performs an AC analysis of the circuit (described by circ).
"""
if data_filename == 'stdout':
verbose = 0
#check step/start/stop parameters
if start == 0:
printing.print_general_error("AC analysis has start frequency = 0")
sys.exit(5)
if start > stop:
printing.print_general_error("AC analysis has start > stop")
sys.exit(1)
if nsteps < 1:
printing.print_general_error("AC analysis has number of steps <= 1")
sys.exit(1)
if step_type == options.ac_log_step:
omega_iter = utilities.log_axis_iterator(stop, start, nsteps)
elif step_type == options.ac_lin_step:
omega_iter = utilities.lin_axis_iterator(stop, start, nsteps)
else:
printing.print_general_error("Unknown sweep type.")
sys.exit(1)
tmpstr = "Vea =", options.vea, "Ver =", options.ver, "Iea =", options.iea, "Ier =", \
options.ier, "max_ac_nr_iter =", options.ac_max_nr_iter
printing.print_info_line((tmpstr, 5), verbose)
del tmpstr
printing.print_info_line(("Starting AC analysis: ", 1), verbose)
tmpstr = "w: start = %g Hz, stop = %g Hz, %d steps" % (start, stop, nsteps)
printing.print_info_line((tmpstr, 3), verbose)
del tmpstr
#It's a good idea to call AC with prebuilt MNA matrix if the circuit is big
if mna is None:
(mna, N) = dc_analysis.generate_mna_and_N(circ)
del N
mna = utilities.remove_row_and_col(mna)
if Nac is None:
Nac = generate_Nac(circ)
Nac = utilities.remove_row(Nac, rrow=0)
if AC is None:
AC = generate_AC(circ, [mna.shape[0], mna.shape[0]])
AC = utilities.remove_row_and_col(AC)
if circ.is_nonlinear():
if J is not None:
pass
# we used the supplied linearization matrix
else:
if xop is None:
printing.print_info_line(("Starting OP analysis to get a linearization point...", 3), verbose, print_nl=False)
#silent OP
xop = dc_analysis.op_analysis(circ, verbose=0)
if xop is None: #still! Then op_analysis has failed!
printing.print_info_line(("failed.", 3), verbose)
printing.print_general_error("OP analysis failed, no linearization point available. Quitting.")
sys.exit(3)
else:
printing.print_info_line(("done.", 3), verbose)
printing.print_info_line(("Linearization point (xop):", 5), verbose)
if verbose > 4: xop.print_short()
printing.print_info_line(("Linearizing the circuit...", 5), verbose, print_nl=False)
J = generate_J(xop=xop.asmatrix(), circ=circ, mna=mna, Nac=Nac, data_filename=data_filename, verbose=verbose)
printing.print_info_line((" done.", 5), verbose)
# we have J, continue
else: #not circ.is_nonlinear()
# no J matrix is required.
J = 0
printing.print_info_line(("MNA (reduced):", 5), verbose)
printing.print_info_line((str(mna), 5), verbose)
printing.print_info_line(("AC (reduced):", 5), verbose)
printing.print_info_line((str(AC), 5), verbose)
printing.print_info_line(("J (reduced):", 5), verbose)
printing.print_info_line((str(J), 5), verbose)
printing.print_info_line(("Nac (reduced):", 5), verbose)
printing.print_info_line((str(Nac), 5), verbose)
sol = results.ac_solution(circ, ostart=start, ostop=stop, opoints=nsteps, stype=step_type, op=xop, outfile=data_filename)
# setup the initial values to start the iteration:
nv = len(circ.nodes_dict)
j = numpy.complex('j')
Gmin_matrix = dc_analysis.build_gmin_matrix(circ, options.gmin, mna.shape[0], verbose)
iter_n = 0 # contatore d'iterazione
#printing.print_results_header(circ, fdata, print_int_nodes=options.print_int_nodes, print_omega=True)
printing.print_info_line(("Solving... ", 3), verbose, print_nl=False)
tick = ticker.ticker(increments_for_step=1)
tick.display(verbose > 1)
x = xop
for omega in omega_iter:
(x, error, solved, n_iter) = dc_analysis.dc_solve(mna=(mna + numpy.multiply(j*omega, AC) + J), \
Ndc=Nac, Ntran=0, circ=circuit.circuit(title="Dummy circuit for AC", filename=None), Gmin=Gmin_matrix, x0=x, \
time=None, locked_nodes=None, MAXIT=options.ac_max_nr_iter, skip_Tt=True, verbose=0)
if solved:
tick.step(verbose > 1)
iter_n = iter_n + 1
# hooray!
sol.add_line(omega, x)
else:
break
tick.hide(verbose > 1)
if solved:
printing.print_info_line(("done.", 1), verbose)
ret_value = sol
else:
printing.print_info_line(("failed.", 1), verbose)
ret_value = None
return ret_value
def process_analysis(an_list,
circ,
outfile,
verbose,
cli_tran_method=None,
guess=True,
disable_step_control=False):
""" Processes an analysis vector:
an_list: the list of analysis to be performed, as returned by netlist_parser
circ: the circuit instance, returned by netlist_parser
outfile: a filename. Results will be written to it. If set to stdout, prints to stdout
verbose: verbosity level
cli_tran_method: force the specified method in each tran analysis (see transient.py)
guess: use the builtin method get_dc_guess to guess x0
Returns: None
"""
x0_op = None
x0_ic_dict = {}
results = {}
for directive in [x for x in an_list if x["type"] == "ic"]:
x0_ic_dict.update({
directive["name"]:\
dc_analysis.build_x0_from_user_supplied_ic(circ, voltages_dict=directive["vdict"], currents_dict=directive["cdict"])
})
for an in an_list:
if outfile != 'stdout':
data_filename = outfile + "." + an["type"]
else:
data_filename = outfile
if an["type"] == "ic":
continue
if an["type"] == "op":
if not an.has_key('guess_label') or an["guess_label"] is None:
x0_op = dc_analysis.op_analysis(circ,
guess=guess,
data_filename=data_filename,
verbose=verbose)
else:
if not an["guess_label"] in x0_ic_dict:
printing.print_warning(
"op: guess is set but no matching .ic directive was found."
)
printing.print_warning(
"op: using built-in guess method: " + str(guess))
x0_op = dc_analysis.op_analysis(circ,
guess=guess,
verbose=verbose)
else:
x0_op = dc_analysis.op_analysis(
circ,
guess=False,
x0=x0_ic_dict[an["guess_label"]],
verbose=verbose)
sol = x0_op
elif an["type"] == "dc":
if an["source_name"][0].lower() == "v":
elem_type = "vsource"
elif an["source_name"][0].lower() == "i":
elem_type = "isource"
else:
printing.print_general_error(
"Type of sweep source is unknown: " + an[1][0])
sys.exit(1)
sol = dc_analysis.dc_analysis(
circ, start=an["start"], stop=an["stop"], step=an["step"], \
type_descr=(elem_type, an["source_name"][1:]),
xguess=x0_op, data_filename=data_filename, guess=guess,
stype=an['stype'], verbose=verbose)
#{"type":"tran", "tstart":tstart, "tstop":tstop, "tstep":tstep, "uic":uic, "method":method, "ic_label":ic_label}
elif an["type"] == "tran":
if cli_tran_method is not None:
tran_method = cli_tran_method.upper()
elif an["method"] is not None:
tran_method = an["method"].upper()
else:
tran_method = options.default_tran_method
# setup the initial condition (t=0) according to uic
# uic = 0 -> all node voltages and currents are zero
# uic = 1 -> node voltages and currents are those computed in the last OP analysis
# uic = 2 -> node voltages and currents are those computed in the last OP analysis
# combined with the ic=XX directive found in capacitors and inductors
# uic = 3 -> use a .ic directive defined by the user
uic = an["uic"]
if uic == 0:
x0 = None
elif uic == 1:
if x0_op is None:
printing.print_general_error(
"uic is set to 1, but no op has been calculated yet.")
sys.exit(51)
x0 = x0_op
elif uic == 2:
if x0_op is None:
printing.print_general_error(
"uic is set to 2, but no op has been calculated yet.")
sys.exit(51)
x0 = dc_analysis.modify_x0_for_ic(circ, x0_op)
elif uic == 3:
if an["ic_label"] is None:
printing.print_general_error(
"uic is set to 3, but param ic=<ic_label> was not defined."
)
sys.exit(53)
elif not an["ic_label"] in x0_ic_dict:
printing.print_general_error("uic is set to 3, but no .ic directive named %s was found." \
%(str(an["ic_label"]),))
sys.exit(54)
x0 = x0_ic_dict[an["ic_label"]]
sol = transient.transient_analysis(circ, \
tstart=an["tstart"], tstep=an["tstep"], tstop=an["tstop"], \
x0=x0, mna=None, N=None, verbose=verbose, data_filename=data_filename, \
use_step_control=(not disable_step_control), method=tran_method)
elif an["type"] == "shooting":
if an["method"] == "brute-force":
sol = bfpss.bfpss(circ, period=an["period"], step=an["step"], mna=None, Tf=None, \
D=None, points=an["points"], autonomous=an["autonomous"], x0=x0_op, \
data_filename=data_filename, verbose=verbose)
elif an["method"] == "shooting":
sol = shooting.shooting(circ, period=an["period"], step=an["step"], mna=None, \
Tf=None, D=None, points=an["points"], autonomous=an["autonomous"], \
data_filename=data_filename, verbose=verbose)
elif an["type"] == "symbolic":
if not 'subs' in an.keys():
an.update({'subs': None})
sol = symbolic.solve(circ,
an['source'],
opts={'ac': an['ac']},
subs=an['subs'],
verbose=verbose)
elif an["type"] == "ac":
sol = ac.ac_analysis(circ=circ, start=an['start'], nsteps=an['nsteps'], \
stop=an['stop'], step_type='LOG', xop=x0_op, mna=None,\
data_filename=data_filename, verbose=verbose)
elif an["type"] == "temp":
constants.T = utilities.Celsius2Kelvin(an['temp'])
results.update({an["type"]: sol})
return results
def process_analysis(an_list, circ, outfile, verbose, cli_tran_method=None, guess=True, disable_step_control=False):
""" Processes an analysis vector:
an_list: the list of analysis to be performed, as returned by netlist_parser
circ: the circuit instance, returned by netlist_parser
outfile: a filename. Results will be written to it. If set to stdout, prints to stdout
verbose: verbosity level
cli_tran_method: force the specified method in each tran analysis (see transient.py)
guess: use the builtin method get_dc_guess to guess x0
Returns: None
"""
x0_op = None
x0_ic_dict = {}
results = {}
for directive in [ x for x in an_list if x["type"] == "ic" ]:
x0_ic_dict.update({
directive["name"]:\
dc_analysis.build_x0_from_user_supplied_ic(circ, voltages_dict=directive["vdict"], currents_dict=directive["cdict"])
})
for an in an_list:
if outfile != 'stdout':
data_filename = outfile + "." + an["type"]
else:
data_filename = outfile
if an["type"] == "ic":
continue
if an["type"] == "op":
if not an.has_key('guess_label') or an["guess_label"] is None:
x0_op = dc_analysis.op_analysis(circ, guess=guess, data_filename=data_filename, verbose=verbose)
else:
if not an["guess_label"] in x0_ic_dict:
printing.print_warning("op: guess is set but no matching .ic directive was found.")
printing.print_warning("op: using built-in guess method: "+str(guess))
x0_op = dc_analysis.op_analysis(circ, guess=guess, verbose=verbose)
else:
x0_op = dc_analysis.op_analysis(circ, guess=False, x0=x0_ic_dict[an["guess_label"]], verbose=verbose)
sol = x0_op
elif an["type"] == "dc":
if an["source_name"][0].lower() == "v":
elem_type = "vsource"
elif an["source_name"][0].lower() == "i":
elem_type = "isource"
else:
printing.print_general_error("Type of sweep source is unknown: " + an[1][0])
sys.exit(1)
sol = dc_analysis.dc_analysis(
circ, start=an["start"], stop=an["stop"], step=an["step"], \
type_descr=(elem_type, an["source_name"][1:]),
xguess=x0_op, data_filename=data_filename, guess=guess,
stype=an['stype'], verbose=verbose)
#{"type":"tran", "tstart":tstart, "tstop":tstop, "tstep":tstep, "uic":uic, "method":method, "ic_label":ic_label}
elif an["type"] == "tran":
if cli_tran_method is not None:
tran_method = cli_tran_method.upper()
elif an["method"] is not None:
tran_method = an["method"].upper()
else:
tran_method = options.default_tran_method
# setup the initial condition (t=0) according to uic
# uic = 0 -> all node voltages and currents are zero
# uic = 1 -> node voltages and currents are those computed in the last OP analysis
# uic = 2 -> node voltages and currents are those computed in the last OP analysis
# combined with the ic=XX directive found in capacitors and inductors
# uic = 3 -> use a .ic directive defined by the user
uic = an["uic"]
if uic == 0:
x0 = None
elif uic == 1:
if x0_op is None:
printing.print_general_error("uic is set to 1, but no op has been calculated yet.")
sys.exit(51)
x0 = x0_op
elif uic == 2:
if x0_op is None:
printing.print_general_error("uic is set to 2, but no op has been calculated yet.")
sys.exit(51)
x0 = dc_analysis.modify_x0_for_ic(circ, x0_op)
elif uic == 3:
if an["ic_label"] is None:
printing.print_general_error("uic is set to 3, but param ic=<ic_label> was not defined.")
sys.exit(53)
elif not an["ic_label"] in x0_ic_dict:
printing.print_general_error("uic is set to 3, but no .ic directive named %s was found." \
%(str(an["ic_label"]),))
sys.exit(54)
x0 = x0_ic_dict[an["ic_label"]]
sol = transient.transient_analysis(circ, \
tstart=an["tstart"], tstep=an["tstep"], tstop=an["tstop"], \
x0=x0, mna=None, N=None, verbose=verbose, data_filename=data_filename, \
use_step_control=(not disable_step_control), method=tran_method)
elif an["type"] == "shooting":
if an["method"]=="brute-force":
sol = bfpss.bfpss(circ, period=an["period"], step=an["step"], mna=None, Tf=None, \
D=None, points=an["points"], autonomous=an["autonomous"], x0=x0_op, \
data_filename=data_filename, verbose=verbose)
elif an["method"]=="shooting":
sol = shooting.shooting(circ, period=an["period"], step=an["step"], mna=None, \
Tf=None, D=None, points=an["points"], autonomous=an["autonomous"], \
data_filename=data_filename, verbose=verbose)
elif an["type"] == "symbolic":
if not 'subs' in an.keys():
an.update({'subs':None})
sol = symbolic.solve(circ, an['source'], opts={'ac':an['ac']}, subs=an['subs'], verbose=verbose)
elif an["type"] == "ac":
sol = ac.ac_analysis(circ=circ, start=an['start'], nsteps=an['nsteps'], \
stop=an['stop'], step_type='LOG', xop=x0_op, mna=None,\
data_filename=data_filename, verbose=verbose)
elif an["type"] == "temp":
constants.T = utilities.Celsius2Kelvin(an['temp'])
results.update({an["type"]:sol})
return results
