def requests_from_json(json_data,equipment):
requests_list = []
for req in json_data['path-request']:
# init all params from request
params = {}
params['request_id'] = req['request-id']
params['source'] = req['source']
params['destination'] = req['destination']
params['trx_type'] = req['path-constraints']['te-bandwidth']['trx_type']
params['trx_mode'] = req['path-constraints']['te-bandwidth']['trx_mode']
params['format'] = params['trx_mode']
params['spacing'] = req['path-constraints']['te-bandwidth']['spacing']
try :
nd_list = req['explicit-route-objects']['route-object-include-exclude']
except KeyError:
nd_list = []
params['nodes_list'] = [n['num-unnum-hop']['node-id'] for n in nd_list]
params['loose_list'] = [n['num-unnum-hop']['hop-type'] for n in nd_list]
# recover trx physical param (baudrate, ...) from type and mode
# in trx_mode_params optical power is read from equipment['SI']['default'] and
# nb_channel is computed based on min max frequency and spacing
trx_params = trx_mode_params(equipment,params['trx_type'],params['trx_mode'],True)
params.update(trx_params)
# print(trx_params['min_spacing'])
# optical power might be set differently in the request. if it is indicated then the
# params['power'] is updated
try:
if req['path-constraints']['te-bandwidth']['output-power']:
params['power'] = req['path-constraints']['te-bandwidth']['output-power']
except KeyError:
pass
# same process for nb-channel
f_min = params['f_min']
f_max_from_si = params['f_max']
try:
if req['path-constraints']['te-bandwidth']['max-nb-of-channel'] is not None:
nch = req['path-constraints']['te-bandwidth']['max-nb-of-channel']
params['nb_channel'] = nch
spacing = params['spacing']
params['f_max'] = f_min + nch*spacing
else :
params['nb_channel'] = automatic_nch(f_min,f_max_from_si,params['spacing'])
except KeyError:
params['nb_channel'] = automatic_nch(f_min,f_max_from_si,params['spacing'])
consistency_check(params, f_max_from_si)
try :
params['path_bandwidth'] = req['path-constraints']['te-bandwidth']['path_bandwidth']
except KeyError:
pass
requests_list.append(Path_request(**params))
return requests_list
def test_does_not_loop_back(net, eqpt, serv):
data = load_requests(serv, eqpt)
equipment = load_equipment(eqpt)
network = load_network(net, equipment)
# Build the network once using the default power defined in SI in eqpt config
# power density : db2linp(ower_dbm": 0)/power_dbm": 0 * nb channels as defined by
# spacing, f_min and f_max
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
rqs = requests_from_json(data, equipment)
rqs = correct_route_list(network, rqs)
dsjn = disjunctions_from_json(data)
pths = compute_path_dsjctn(network, equipment, rqs, dsjn)
# check that computed paths do not loop back ie each element appears only once
test = True
for p in pths:
for el in p:
p.remove(el)
a = [e for e in p if e.uid == el.uid]
if a:
test = False
break
assert test
def test_auto_design_generation_fromxlsgainmode(xls_input,
expected_json_output):
equipment = load_equipment(eqpt_filename)
network = load_network(xls_input, equipment)
# in order to test the Eqpt sheet and load gain target, change the power-mode to False (to be in gain mode)
equipment['Span']['default'].power_mode = False
# Build the network once using the default power defined in SI in eqpt config
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
save_network(xls_input, network)
actual_json_output = f'{str(xls_input)[0:len(str(xls_input))-4]}_auto_design.json'
with open(actual_json_output, encoding='utf-8') as f:
actual = load(f)
unlink(actual_json_output)
with open(expected_json_output, encoding='utf-8') as f:
expected = load(f)
results = compare_networks(expected, actual)
assert not results.elements.missing
assert not results.elements.extra
assert not results.elements.different
assert not results.connections.missing
assert not results.connections.extra
assert not results.connections.different
def consistency_check(params, f_max_from_si):
""" checks that the requested parameters are consistant (spacing vs nb channel,
vs transponder mode...)
"""
f_min = params['f_min']
f_max = params['f_max']
max_recommanded_nb_channels = automatic_nch(f_min, f_max,
params['spacing'])
if params['baud_rate'] is not None:
#implicitely means that a mode is defined with min_spacing
if params['min_spacing'] > params['spacing']:
msg = f'Request {params["request_id"]} has spacing below transponder ' +\
f'{params["trx_type"]} {params["trx_mode"]} min spacing value ' +\
f'{params["min_spacing"]*1e-9}GHz.\nComputation stopped'
print(msg)
LOGGER.critical(msg)
raise ServiceError(msg)
if f_max > f_max_from_si:
msg = dedent(f'''
Requested channel number {params["nb_channel"]}, baud rate {params["baud_rate"]} GHz and requested spacing {params["spacing"]*1e-9}GHz
is not consistent with frequency range {f_min*1e-12} THz, {f_max*1e-12} THz, min recommanded spacing {params["min_spacing"]*1e-9}GHz.
max recommanded nb of channels is {max_recommanded_nb_channels}
Computation stopped.''')
LOGGER.critical(msg)
raise ServiceError(msg)
def test_json_response_generation(xls_input, expected_response_file):
""" tests if json response is correctly generated for all combinations of requests
"""
data = convert_service_sheet(xls_input, eqpt_filename)
equipment = load_equipment(eqpt_filename)
network = load_network(xls_input, equipment)
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
rqs = requests_from_json(data, equipment)
rqs = correct_route_list(network, rqs)
dsjn = disjunctions_from_json(data)
dsjn = correct_disjn(dsjn)
rqs, dsjn = requests_aggregation(rqs, dsjn)
pths = compute_path_dsjctn(network, equipment, rqs, dsjn)
propagatedpths = compute_path_with_disjunction(network, equipment, rqs, pths)
result = []
for i, pth in enumerate(propagatedpths):
result.append(Result_element(rqs[i], pth))
temp = {
'response': [n.json for n in result]
}
# load expected result and compare keys
# (not values at this stage)
with open(expected_response_file) as jsonfile:
expected = load(jsonfile)
for i, response in enumerate(temp['response']):
assert compare_response(expected['response'][i], response)
def test_disjunction(net,eqpt,serv):
data = load_requests(serv, eqpt, bidir=False)
equipment = load_equipment(eqpt)
network = load_network(net,equipment)
# Build the network once using the default power defined in SI in eqpt config
# power density : db2linp(ower_dbm": 0)/power_dbm": 0 * nb channels as defined by
# spacing, f_min and f_max
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
build_oms_list(network, equipment)
rqs = requests_from_json(data, equipment)
rqs = correct_route_list(network, rqs)
dsjn = disjunctions_from_json(data)
pths = compute_path_dsjctn(network, equipment, rqs, dsjn)
print(dsjn)
dsjn_list = [d.disjunctions_req for d in dsjn ]
# assumes only pairs in dsjn list
test = True
for e in dsjn_list:
rqs_id_list = [r.request_id for r in rqs]
p1 = pths[rqs_id_list.index(e[0])][1:-1]
p2 = pths[rqs_id_list.index(e[1])][1:-1]
if isdisjoint(p1, p2) + isdisjoint(p1, find_reversed_path(p2)) > 0:
test = False
print(f'Computed path (roadms):{[e.uid for e in p1 if isinstance(e, Roadm)]}\n')
print(f'Computed path (roadms):{[e.uid for e in p2 if isinstance(e, Roadm)]}\n')
break
print(dsjn_list)
assert test
def test_automaticmodefeature(net, eqpt, serv, expected_mode):
data = load_requests(serv, eqpt, bidir=False)
equipment = load_equipment(eqpt)
network = load_network(net, equipment)
# Build the network once using the default power defined in SI in eqpt config
# power density : db2linp(ower_dbm": 0)/power_dbm": 0 * nb channels as defined by
# spacing, f_min and f_max
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
rqs = requests_from_json(data, equipment)
rqs = correct_route_list(network, rqs)
dsjn = []
pths = compute_path_dsjctn(network, equipment, rqs, dsjn)
path_res_list = []
for i, pathreq in enumerate(rqs):
# use the power specified in requests but might be different from the one specified for design
# the power is an optional parameter for requests definition
# if optional, use the one defines in eqt_config.json
p_db = lin2db(pathreq.power * 1e3)
p_total_db = p_db + lin2db(pathreq.nb_channel)
print(f'request {pathreq.request_id}')
print(f'Computing path from {pathreq.source} to {pathreq.destination}')
print(f'with path constraint: {[pathreq.source]+pathreq.nodes_list}'
) #adding first node to be clearer on the output
total_path = pths[i]
print(
f'Computed path (roadms):{[e.uid for e in total_path if isinstance(e, Roadm)]}\n'
)
# for debug
# print(f'{pathreq.baud_rate} {pathreq.power} {pathreq.spacing} {pathreq.nb_channel}')
if pathreq.baud_rate is not None:
print(pathreq.format)
path_res_list.append(pathreq.format)
total_path = propagate(total_path, pathreq, equipment)
else:
total_path, mode = propagate_and_optimize_mode(
total_path, pathreq, equipment)
# if no baudrate satisfies spacing, no mode is returned and an empty path is returned
# a warning is shown in the propagate_and_optimize_mode
if mode is not None:
print(mode['format'])
path_res_list.append(mode['format'])
else:
print('nok')
path_res_list.append('nok')
print(path_res_list)
assert path_res_list == expected_mode
def create_input_spectral_information(f_min, f_max, roll_off, baud_rate, power, spacing):
# pref in dB : convert power lin into power in dB
pref = lin2db(power * 1e3)
nb_channel = automatic_nch(f_min, f_max, spacing)
si = SpectralInformation(
pref=Pref(pref, pref, lin2db(nb_channel)),
carriers=[
Channel(f, (f_min+spacing*f),
baud_rate, roll_off, Power(power, 0, 0)) for f in range(1,nb_channel+1)
])
return si
def test_no_amp_feature(node_uid):
''' Check that booster is not placed on a roadm if fused is specified
test_parser covers partly this behaviour. This test should guaranty that the
feature is preserved even if convert is changed
'''
equipment = load_equipment(EQPT_LIBRARY_NAME)
json_network = load_json(NETWORK_FILE_NAME)
for elem in json_network['elements']:
if elem['uid'] == node_uid:
#replace edfa node by a fused node in the topology
elem['type'] = 'Fused'
elem.pop('type_variety')
elem.pop('operational')
elem['params'] = {'loss': 0}
next_node_uid = next(conn['to_node'] for conn in json_network['connections'] \
if conn['from_node'] == node_uid)
previous_node_uid = next(conn['from_node'] for conn in json_network['connections'] \
if conn['to_node'] == node_uid)
network = network_from_json(json_network, equipment)
# Build the network once using the default power defined in SI in eqpt config
# power density : db2linp(ower_dbm": 0)/power_dbm": 0 * nb channels as defined by
# spacing, f_min and f_max
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
node = next(nd for nd in network.nodes() if nd.uid == node_uid)
next_node = next(network.successors(node))
previous_node = next(network.predecessors(node))
if not isinstance(node, Fused):
raise AssertionError()
if not node.params.loss == 0.0:
raise AssertionError()
if not next_node_uid == next_node.uid:
raise AssertionError()
if not previous_node_uid == previous_node.uid:
raise AssertionError()
def consistency_check(params, f_max_from_si):
f_min = params['f_min']
f_max = params['f_max']
max_recommanded_nb_channels = automatic_nch(f_min,f_max,
params['spacing'])
if params['baud_rate'] is not None:
#implicitely means that a mode is defined with min_spacing
if params['min_spacing']>params['spacing'] :
msg = f'Request {params["request_id"]} has spacing below transponder {params["trx_type"]}'+\
f' {params["trx_mode"]} min spacing value {params["min_spacing"]*1e-9}GHz.\n'+\
'Computation stopped'
print(msg)
logger.critical(msg)
exit()
if f_max>f_max_from_si:
msg = dedent(f'''
Requested channel number {params["nb_channel"]}, baud rate {params["baud_rate"]} GHz and requested spacing {params["spacing"]*1e-9}GHz
is not consistent with frequency range {f_min*1e-12} THz, {f_max*1e-12} THz, min recommanded spacing {params["min_spacing"]*1e-9}GHz.
max recommanded nb of channels is {max_recommanded_nb_channels}
Computation stopped.''')
logger.critical(msg)
exit()
except EquipmentConfigError as e:
print(f'{ansi_escapes.red}Configuration error in the equipment library:{ansi_escapes.reset} {e}')
exit(1)
except NetworkTopologyError as e:
print(f'{ansi_escapes.red}Invalid network definition:{ansi_escapes.reset} {e}')
exit(1)
except ConfigurationError as e:
print(f'{ansi_escapes.red}Configuration error:{ansi_escapes.reset} {e}')
exit(1)
# Build the network once using the default power defined in SI in eqpt config
# TODO power density : db2linp(ower_dbm": 0)/power_dbm": 0 * nb channels as defined by
# spacing, f_min and f_max
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
save_network(args.network_filename, network)
rqs = requests_from_json(data, equipment)
# check that request ids are unique. Non unique ids, may
# mess the computation : better to stop the computation
all_ids = [r.request_id for r in rqs]
if len(all_ids) != len(set(all_ids)):
for a in list(set(all_ids)):
all_ids.remove(a)
msg = f'Requests id {all_ids} are not unique'
logger.critical(msg)
exit()
rqs = correct_route_list(network, rqs)
def test_restrictions(restrictions, equipment):
''' test that restriction is correctly applied if provided in eqpt_config and if no Edfa type
were provided in the network json
'''
# add restrictions
equipment['Roadm']['default'].restrictions = restrictions
# build network
json_network = load_json(NETWORK_FILE_NAME)
network = network_from_json(json_network, equipment)
amp_nodes_nobuild_uid = [nd.uid for nd in network.nodes() \
if isinstance(nd, Edfa) and isinstance(next(network.predecessors(nd)), Roadm)]
preamp_nodes_nobuild_uid = [nd.uid for nd in network.nodes() \
if isinstance(nd, Edfa) and isinstance(next(network.successors(nd)), Roadm)]
amp_nodes_nobuild = {nd.uid : nd for nd in network.nodes() \
if isinstance(nd, Edfa) and isinstance(next(network.predecessors(nd)), Roadm)}
preamp_nodes_nobuild = {nd.uid : nd for nd in network.nodes() \
if isinstance(nd, Edfa) and isinstance(next(network.successors(nd)), Roadm)}
# roadm dict with restrictions before build
roadms = {nd.uid: nd for nd in network.nodes() if isinstance(nd, Roadm)}
# Build the network once using the default power defined in SI in eqpt config
# power density : db2linp(ower_dbm": 0)/power_dbm": 0 * nb channels as defined by
# spacing, f_min and f_max
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
amp_nodes = [nd for nd in network.nodes() \
if isinstance(nd, Edfa) and isinstance(next(network.predecessors(nd)), Roadm)\
and next(network.predecessors(nd)).restrictions['booster_variety_list']]
preamp_nodes = [nd for nd in network.nodes() \
if isinstance(nd, Edfa) and isinstance(next(network.successors(nd)), Roadm)\
and next(network.successors(nd)).restrictions['preamp_variety_list']]
# check that previously existing amp are not changed
for amp in amp_nodes:
if amp.uid in amp_nodes_nobuild_uid:
print(amp.uid, amp.params.type_variety)
if not amp.params.type_variety == amp_nodes_nobuild[
amp.uid].params.type_variety:
raise AssertionError()
for amp in preamp_nodes:
if amp.uid in preamp_nodes_nobuild_uid:
if not amp.params.type_variety == preamp_nodes_nobuild[
amp.uid].params.type_variety:
raise AssertionError()
# check that restrictions are correctly applied
for amp in amp_nodes:
if amp.uid not in amp_nodes_nobuild_uid:
# and if roadm had no restrictions before build:
if restrictions['booster_variety_list'] and \
not roadms[next(network.predecessors(amp)).uid]\
.restrictions['booster_variety_list']:
if not amp.params.type_variety in restrictions[
'booster_variety_list']:
raise AssertionError()
for amp in preamp_nodes:
if amp.uid not in preamp_nodes_nobuild_uid:
if restrictions['preamp_variety_list'] and\
not roadms[next(network.successors(amp)).uid].restrictions['preamp_variety_list']:
if not amp.params.type_variety in restrictions[
'preamp_variety_list']:
raise AssertionError()
def main(args):
""" main function that calls all functions
"""
LOGGER.info(
f'Computing path requests {args.service_filename} into JSON format')
print('\x1b[1;34;40m' +\
f'Computing path requests {args.service_filename} into JSON format'+ '\x1b[0m')
# for debug
# print( args.eqpt_filename)
try:
data = load_requests(args.service_filename, args.eqpt_filename,
args.bidir)
equipment = load_equipment(args.eqpt_filename)
network = load_network(args.network_filename, equipment)
except EquipmentConfigError as this_e:
print(
f'{ansi_escapes.red}Configuration error in the equipment library:{ansi_escapes.reset} {this_e}'
)
exit(1)
except NetworkTopologyError as this_e:
print(
f'{ansi_escapes.red}Invalid network definition:{ansi_escapes.reset} {this_e}'
)
exit(1)
except ConfigurationError as this_e:
print(
f'{ansi_escapes.red}Configuration error:{ansi_escapes.reset} {this_e}'
)
exit(1)
except ServiceError as this_e:
print(f'{ansi_escapes.red}Service error:{ansi_escapes.reset} {this_e}')
exit(1)
# Build the network once using the default power defined in SI in eqpt config
# TODO power density: db2linp(ower_dbm": 0)/power_dbm": 0 * nb channels as defined by
# spacing, f_min and f_max
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
save_network(args.network_filename, network)
oms_list = build_oms_list(network, equipment)
try:
rqs = requests_from_json(data, equipment)
except ServiceError as this_e:
print(f'{ansi_escapes.red}Service error:{ansi_escapes.reset} {this_e}')
exit(1)
# check that request ids are unique. Non unique ids, may
# mess the computation: better to stop the computation
all_ids = [r.request_id for r in rqs]
if len(all_ids) != len(set(all_ids)):
for item in list(set(all_ids)):
all_ids.remove(item)
msg = f'Requests id {all_ids} are not unique'
LOGGER.critical(msg)
exit()
try:
rqs = correct_route_list(network, rqs)
except ServiceError as this_e:
print(f'{ansi_escapes.red}Service error:{ansi_escapes.reset} {this_e}')
exit(1)
# pths = compute_path(network, equipment, rqs)
dsjn = disjunctions_from_json(data)
print('\x1b[1;34;40m' + f'List of disjunctions' + '\x1b[0m')
print(dsjn)
# need to warn or correct in case of wrong disjunction form
# disjunction must not be repeated with same or different ids
dsjn = correct_disjn(dsjn)
# Aggregate demands with same exact constraints
print('\x1b[1;34;40m' + f'Aggregating similar requests' + '\x1b[0m')
rqs, dsjn = requests_aggregation(rqs, dsjn)
# TODO export novel set of aggregated demands in a json file
print('\x1b[1;34;40m' + 'The following services have been requested:' +
'\x1b[0m')
print(rqs)
print('\x1b[1;34;40m' + f'Computing all paths with constraints' +
'\x1b[0m')
try:
pths = compute_path_dsjctn(network, equipment, rqs, dsjn)
except DisjunctionError as this_e:
print(
f'{ansi_escapes.red}Disjunction error:{ansi_escapes.reset} {this_e}'
)
exit(1)
print('\x1b[1;34;40m' + f'Propagating on selected path' + '\x1b[0m')
propagatedpths, reversed_pths, reversed_propagatedpths = \
compute_path_with_disjunction(network, equipment, rqs, pths)
# Note that deepcopy used in compute_path_with_disjunction returns
# a list of nodes which are not belonging to network (they are copies of the node objects).
# so there can not be propagation on these nodes.
pth_assign_spectrum(pths, rqs, oms_list, reversed_pths)
print('\x1b[1;34;40m' + f'Result summary' + '\x1b[0m')
header = ['req id', ' demand', ' snr@bandwidth A-Z (Z-A)', ' [email protected] A-Z (Z-A)',\
' Receiver minOSNR', ' mode', ' Gbit/s', ' nb of tsp pairs',\
'N,M or blocking reason']
data = []
data.append(header)
for i, this_p in enumerate(propagatedpths):
rev_pth = reversed_propagatedpths[i]
if rev_pth and this_p:
psnrb = f'{round(mean(this_p[-1].snr),2)} ({round(mean(rev_pth[-1].snr),2)})'
psnr = f'{round(mean(this_p[-1].snr_01nm), 2)}' +\
f' ({round(mean(rev_pth[-1].snr_01nm),2)})'
elif this_p:
psnrb = f'{round(mean(this_p[-1].snr),2)}'
psnr = f'{round(mean(this_p[-1].snr_01nm),2)}'
try:
if rqs[i].blocking_reason in BLOCKING_NOPATH:
line = [f'{rqs[i].request_id}', f' {rqs[i].source} to {rqs[i].destination} :',\
f'-', f'-', f'-', f'{rqs[i].tsp_mode}', f'{round(rqs[i].path_bandwidth * 1e-9,2)}',\
f'-', f'{rqs[i].blocking_reason}']
else:
line = [f'{rqs[i].request_id}', f' {rqs[i].source} to {rqs[i].destination} : ', psnrb,\
psnr, f'-', f'{rqs[i].tsp_mode}', f'{round(rqs[i].path_bandwidth * 1e-9, 2)}',\
f'-', f'{rqs[i].blocking_reason}']
except AttributeError:
line = [f'{rqs[i].request_id}', f' {rqs[i].source} to {rqs[i].destination} : ', psnrb,\
psnr, f'{rqs[i].OSNR}', f'{rqs[i].tsp_mode}', f'{round(rqs[i].path_bandwidth * 1e-9,2)}',\
f'{ceil(rqs[i].path_bandwidth / rqs[i].bit_rate) }', f'({rqs[i].N},{rqs[i].M})']
data.append(line)
col_width = max(len(word) for row in data for word in row[2:]) # padding
firstcol_width = max(len(row[0]) for row in data) # padding
secondcol_width = max(len(row[1]) for row in data) # padding
for row in data:
firstcol = ''.join(row[0].ljust(firstcol_width))
secondcol = ''.join(row[1].ljust(secondcol_width))
remainingcols = ''.join(
word.center(col_width, ' ') for word in row[2:])
print(f'{firstcol} {secondcol} {remainingcols}')
print('\x1b[1;33;40m'+f'Result summary shows mean SNR and OSNR (average over all channels)' +\
'\x1b[0m')
if args.output:
result = []
# assumes that list of rqs and list of propgatedpths have same order
for i, pth in enumerate(propagatedpths):
result.append(
Result_element(rqs[i], pth, reversed_propagatedpths[i]))
temp = path_result_json(result)
fnamecsv = f'{str(args.output)[0:len(str(args.output))-len(str(args.output.suffix))]}.csv'
fnamejson = f'{str(args.output)[0:len(str(args.output))-len(str(args.output.suffix))]}.json'
with open(fnamejson, 'w', encoding='utf-8') as fjson:
fjson.write(
dumps(path_result_json(result), indent=2, ensure_ascii=False))
with open(fnamecsv, "w", encoding='utf-8') as fcsv:
jsontocsv(temp, equipment, fcsv)
print('\x1b[1;34;40m' +
f'saving in {args.output} and {fnamecsv}' + '\x1b[0m')
def test_json_response_generation(xls_input, expected_response_file):
""" tests if json response is correctly generated for all combinations of requests
"""
data = convert_service_sheet(xls_input, eqpt_filename)
# change one of the request with bidir option to cover bidir case as well
data['path-request'][2]['bidirectional'] = True
equipment = load_equipment(eqpt_filename)
network = load_network(xls_input, equipment)
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
oms_list = build_oms_list(network, equipment)
rqs = requests_from_json(data, equipment)
rqs = correct_route_list(network, rqs)
dsjn = disjunctions_from_json(data)
dsjn = correct_disjn(dsjn)
rqs, dsjn = requests_aggregation(rqs, dsjn)
pths = compute_path_dsjctn(network, equipment, rqs, dsjn)
propagatedpths, reversed_pths, reversed_propagatedpths = \
compute_path_with_disjunction(network, equipment, rqs, pths)
pth_assign_spectrum(pths, rqs, oms_list, reversed_pths)
result = []
for i, pth in enumerate(propagatedpths):
# test ServiceError handling : when M is zero at this point, the
# json result should not be created if there is no blocking reason
if i == 1:
my_rq = deepcopy(rqs[i])
my_rq.M = 0
with pytest.raises(ServiceError):
Result_element(my_rq, pth, reversed_propagatedpths[i]).json
my_rq.blocking_reason = 'NO_SPECTRUM'
Result_element(my_rq, pth, reversed_propagatedpths[i]).json
result.append(Result_element(rqs[i], pth, reversed_propagatedpths[i]))
temp = {'response': [n.json for n in result]}
# load expected result and compare keys and values
with open(expected_response_file) as jsonfile:
expected = load(jsonfile)
# since we changes bidir attribute of request#2, need to add the corresponding
# metric in response
for i, response in enumerate(temp['response']):
if i == 2:
# compare response must be False because z-a metric is missing
# (request with bidir option to cover bidir case)
assert not compare_response(expected['response'][i], response)
print(f'response {response["response-id"]} should not match')
expected['response'][2]['path-properties']['z-a-path-metric'] = [{
'metric-type':
'SNR-bandwidth',
'accumulative-value':
22.809999999999999
}, {
'metric-type':
'SNR-0.1nm',
'accumulative-value':
26.890000000000001
}, {
'metric-type':
'OSNR-bandwidth',
'accumulative-value':
26.239999999999998
}, {
'metric-type':
'OSNR-0.1nm',
'accumulative-value':
30.32
}, {
'metric-type':
'reference_power',
'accumulative-value':
0.0012589254117941673
}, {
'metric-type':
'path_bandwidth',
'accumulative-value':
60000000000.0
}]
# test should be OK now
else:
assert compare_response(expected['response'][i], response)
print(f'response {response["response-id"]} is not correct')
def compute_requests(network, data, equipment):
""" Main program calling functions
"""
# Build the network once using the default power defined in SI in eqpt config
# TODO power density: db2linp(ower_dbm": 0)/power_dbm": 0 * nb channels as defined by
# spacing, f_min and f_max
p_db = equipment['SI']['default'].power_dbm
p_total_db = p_db + lin2db(automatic_nch(equipment['SI']['default'].f_min,\
equipment['SI']['default'].f_max, equipment['SI']['default'].spacing))
build_network(network, equipment, p_db, p_total_db)
save_network(ARGS.network_filename, network)
oms_list = build_oms_list(network, equipment)
try:
rqs = requests_from_json(data, equipment)
except ServiceError as this_e:
print(f'{ansi_escapes.red}Service error:{ansi_escapes.reset} {this_e}')
raise this_e
# check that request ids are unique. Non unique ids, may
# mess the computation: better to stop the computation
all_ids = [r.request_id for r in rqs]
if len(all_ids) != len(set(all_ids)):
for item in list(set(all_ids)):
all_ids.remove(item)
msg = f'Requests id {all_ids} are not unique'
LOGGER.critical(msg)
raise ServiceError(msg)
try:
rqs = correct_route_list(network, rqs)
except ServiceError as this_e:
print(f'{ansi_escapes.red}Service error:{ansi_escapes.reset} {this_e}')
raise this_e
#exit(1)
# pths = compute_path(network, equipment, rqs)
dsjn = disjunctions_from_json(data)
print('\x1b[1;34;40m' + f'List of disjunctions' + '\x1b[0m')
print(dsjn)
# need to warn or correct in case of wrong disjunction form
# disjunction must not be repeated with same or different ids
dsjn = correct_disjn(dsjn)
# Aggregate demands with same exact constraints
print('\x1b[1;34;40m' + f'Aggregating similar requests' + '\x1b[0m')
rqs, dsjn = requests_aggregation(rqs, dsjn)
# TODO export novel set of aggregated demands in a json file
print('\x1b[1;34;40m' + 'The following services have been requested:' +
'\x1b[0m')
print(rqs)
print('\x1b[1;34;40m' + f'Computing all paths with constraints' +
'\x1b[0m')
try:
pths = compute_path_dsjctn(network, equipment, rqs, dsjn)
except DisjunctionError as this_e:
print(
f'{ansi_escapes.red}Disjunction error:{ansi_escapes.reset} {this_e}'
)
raise this_e
print('\x1b[1;34;40m' + f'Propagating on selected path' + '\x1b[0m')
propagatedpths, reversed_pths, reversed_propagatedpths = \
compute_path_with_disjunction(network, equipment, rqs, pths)
# Note that deepcopy used in compute_path_with_disjunction returns
# a list of nodes which are not belonging to network (they are copies of the node objects).
# so there can not be propagation on these nodes.
pth_assign_spectrum(pths, rqs, oms_list, reversed_pths)
print('\x1b[1;34;40m' + f'Result summary' + '\x1b[0m')
header = ['req id', ' demand', ' snr@bandwidth A-Z (Z-A)', ' [email protected] A-Z (Z-A)',\
' Receiver minOSNR', ' mode', ' Gbit/s', ' nb of tsp pairs',\
'N,M or blocking reason']
data = []
data.append(header)
for i, this_p in enumerate(propagatedpths):
rev_pth = reversed_propagatedpths[i]
if rev_pth and this_p:
psnrb = f'{round(mean(this_p[-1].snr),2)} ({round(mean(rev_pth[-1].snr),2)})'
psnr = f'{round(mean(this_p[-1].snr_01nm), 2)}' +\
f' ({round(mean(rev_pth[-1].snr_01nm),2)})'
elif this_p:
psnrb = f'{round(mean(this_p[-1].snr),2)}'
psnr = f'{round(mean(this_p[-1].snr_01nm),2)}'
try:
if rqs[i].blocking_reason in BLOCKING_NOPATH:
line = [f'{rqs[i].request_id}', f' {rqs[i].source} to {rqs[i].destination} :',\
f'-', f'-', f'-', f'{rqs[i].tsp_mode}', f'{round(rqs[i].path_bandwidth * 1e-9,2)}',\
f'-', f'{rqs[i].blocking_reason}']
else:
line = [f'{rqs[i].request_id}', f' {rqs[i].source} to {rqs[i].destination} : ', psnrb,\
psnr, f'-', f'{rqs[i].tsp_mode}', f'{round(rqs[i].path_bandwidth * 1e-9, 2)}',\
f'-', f'{rqs[i].blocking_reason}']
except AttributeError:
line = [f'{rqs[i].request_id}', f' {rqs[i].source} to {rqs[i].destination} : ', psnrb,\
psnr, f'{rqs[i].OSNR}', f'{rqs[i].tsp_mode}', f'{round(rqs[i].path_bandwidth * 1e-9,2)}',\
f'{ceil(rqs[i].path_bandwidth / rqs[i].bit_rate) }', f'({rqs[i].N},{rqs[i].M})']
data.append(line)
col_width = max(len(word) for row in data for word in row[2:]) # padding
firstcol_width = max(len(row[0]) for row in data) # padding
secondcol_width = max(len(row[1]) for row in data) # padding
for row in data:
firstcol = ''.join(row[0].ljust(firstcol_width))
secondcol = ''.join(row[1].ljust(secondcol_width))
remainingcols = ''.join(
word.center(col_width, ' ') for word in row[2:])
print(f'{firstcol} {secondcol} {remainingcols}')
print('\x1b[1;33;40m'+f'Result summary shows mean SNR and OSNR (average over all channels)' +\
'\x1b[0m')
return propagatedpths, reversed_propagatedpths, rqs
