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	139c8cc1e7
	
	
	
		
			
			Finally, ref_carrier is not meant to change after design since it is the carrier used for design. So let's move its definition to networks function. Only ROADM need the ref_carrier baud rate so let's define a dedicated variable in ROADM to hold it. Signed-off-by: EstherLerouzic <esther.lerouzic@orange.com> Change-Id: Ida7e42dd534a04c8df8792b44980f3fd2165ecb6
		
			
				
	
	
		
			836 lines
		
	
	
		
			38 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			836 lines
		
	
	
		
			38 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
| #!/usr/bin/env python3
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| # -*- coding: utf-8 -*-
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| # @Author: Esther Le Rouzic
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| # @Date:   2019-05-22
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| """
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| @author: esther.lerouzic
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| checks that new equalization option give the same output as old one:
 | |
| 
 | |
| """
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| 
 | |
| from pathlib import Path
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| import pytest
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| from numpy.testing import assert_allclose, assert_array_equal, assert_raises
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| from numpy import array
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| from copy import deepcopy
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| 
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| from gnpy.core.utils import lin2db, automatic_nch, dbm2watt, power_dbm_to_psd_mw_ghz, watt2dbm, psd2powerdbm
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| from gnpy.core.network import build_network
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| from gnpy.core.elements import Roadm
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| from gnpy.core.info import create_input_spectral_information, create_arbitrary_spectral_information, ReferenceCarrier
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| from gnpy.core.equipment import trx_mode_params
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| from gnpy.core.exceptions import ConfigurationError
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| from gnpy.tools.json_io import network_from_json, load_equipment, load_network, _spectrum_from_json, load_json, \
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|     Transceiver, requests_from_json
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| from gnpy.topology.request import PathRequest, compute_constrained_path, propagate, propagate_and_optimize_mode
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| 
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| 
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| TEST_DIR = Path(__file__).parent
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| EQPT_FILENAME = TEST_DIR / 'data/eqpt_config.json'
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| NETWORK_FILENAME = TEST_DIR / 'data/testTopology_expected.json'
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| 
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| 
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| @pytest.mark.parametrize('degree, equalization_type, target, expected_pch_out_dbm, expected_si',
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|     [('east edfa in Lannion_CAS to Morlaix', 'target_pch_out_db', -20, -20, [-20, -20, -20, -20, -20]),
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|      ('east edfa in Lannion_CAS to Morlaix', 'target_psd_out_mWperGHz', 5e-4, -17.9588,
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|       [-17.9588, -16.7778, -14.9485, -16.7778, -17.9588]),
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|      ('east edfa in Lannion_CAS to Morlaix', 'target_out_mWperSlotWidth', 3e-4, -18.2390,
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|       [-19.4885, -18.2390, -16.4781, -18.2390, -19.4885]),
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|      ('east edfa in Lannion_CAS to Corlay', 'target_pch_out_db', -20, -16, [-16, -16, -16, -16, -16]),
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|      ('east edfa in Lannion_CAS to Corlay', 'target_psd_out_mWperGHz', 5e-4, -16, [-16, -16, -16, -16, -16]),
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|      ('east edfa in Lannion_CAS to Corlay', 'target_out_mWperSlotWidth', 5e-4, -16, [-16, -16, -16, -16, -16]),
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|      ('east edfa in Lannion_CAS to Stbrieuc', 'target_pch_out_db', -20, -17.16699,
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|       [-17.16698771, -15.98599459, -14.15668776, -15.98599459, -17.16698771]),
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|      ('east edfa in Lannion_CAS to Stbrieuc', 'target_psd_out_mWperGHz', 5e-4, -17.16699,
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|       [-17.16698771, -15.98599459, -14.15668776, -15.98599459, -17.16698771]),
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|      ('east edfa in Lannion_CAS to Stbrieuc', 'target_out_mWperSlotWidth', 5e-4, -17.16699,
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|       [-17.16698771, -15.98599459, -14.15668776, -15.98599459, -17.16698771])])
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| @pytest.mark.parametrize('delta_pdb_per_channel', [[0, 0, 0, 0, 0], [1, 3, 0, -5, 0]])
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| def test_equalization_combination_degree(delta_pdb_per_channel, degree, equalization_type, target,
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|                                          expected_pch_out_dbm, expected_si):
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|     """Check that ROADM correctly computes power of thr reference channel based on different
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|     combination of equalization for ROADM and per degree
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|     """
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| 
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|     roadm_config = {
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|         "uid": "roadm Lannion_CAS",
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|         "params": {
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|             "per_degree_pch_out_db": {
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|                 "east edfa in Lannion_CAS to Corlay": -16
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|             },
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|             "per_degree_psd_out_mWperGHz": {
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|                 "east edfa in Lannion_CAS to Stbrieuc": 6e-4
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|             },
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|             equalization_type: target,
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|             "add_drop_osnr": 38,
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|             "pmd": 0,
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|             "pdl": 0,
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|             "restrictions": {
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|                 "preamp_variety_list": [],
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|                 "booster_variety_list": []
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|             }
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|         }
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|     }
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|     roadm = Roadm(**roadm_config)
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|     roadm.ref_pch_in_dbm['tata'] = 0
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|     roadm.ref_carrier = ReferenceCarrier(baud_rate=32e9, slot_width=50e9)
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|     frequency = 191e12 + array([0, 50e9, 150e9, 225e9, 275e9])
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|     slot_width = array([37.5e9, 50e9, 75e9, 50e9, 37.5e9])
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|     baud_rate = array([32e9, 42e9, 64e9, 42e9, 32e9])
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|     signal = dbm2watt(array([-20.0, -18.0, -22.0, -25.0, -16.0]))
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|     si = create_arbitrary_spectral_information(frequency=frequency, slot_width=slot_width,
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|                                                signal=signal, baud_rate=baud_rate, roll_off=0.15,
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|                                                delta_pdb_per_channel=delta_pdb_per_channel,
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|                                                tx_osnr=None)
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|     to_json_before_propagation = {
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|         'uid': 'roadm Lannion_CAS',
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|         'type': 'Roadm',
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|         'params': {
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|             equalization_type: target,
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|             'restrictions': {'preamp_variety_list': [], 'booster_variety_list': []},
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|             'per_degree_pch_out_db': {
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|                 'east edfa in Lannion_CAS to Corlay': -16},
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|             "per_degree_psd_out_mWperGHz": {
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|                 "east edfa in Lannion_CAS to Stbrieuc": 6e-4
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|             }
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|         },
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|         'metadata': {'location': {'latitude': 0, 'longitude': 0, 'city': None, 'region': None}}
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|     }
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|     assert roadm.to_json == to_json_before_propagation
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|     si = roadm(si, degree=degree, from_degree='tata')
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|     assert roadm.ref_pch_out_dbm == pytest.approx(expected_pch_out_dbm, rel=1e-4)
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|     assert_allclose(expected_si, roadm.get_per_degree_power(degree, spectral_info=si), rtol=1e-3)
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| 
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| 
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| @pytest.mark.parametrize('equalization_type', ["target_psd_out_mWperGHz", "target_out_mWperSlotWidth"])
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| def test_wrong_element_config(equalization_type):
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|     """Check that 2 equalization correcty raise a config error
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|     """
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|     roadm_config = {
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|         "uid": "roadm Brest_KLA",
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|         "params": {
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|             "per_degree_pch_out_db": {},
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|             "target_pch_out_db": -20,
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|             equalization_type: 3.125e-4,
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|             "add_drop_osnr": 38,
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|             "pmd": 0,
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|             "pdl": 0,
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|             "restrictions": {
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|                 "preamp_variety_list": [],
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|                 "booster_variety_list": []
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|             }
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|         },
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|         "metadata": {
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|             "location": {
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|                 "city": "Brest_KLA",
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|                 "region": "RLD",
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|                 "latitude": 4.0,
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|                 "longitude": 0.0
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|             }
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|         }
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|     }
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|     with pytest.raises(ConfigurationError):
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|         _ = Roadm(**roadm_config)
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| 
 | |
| 
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| def test_merge_equalization():
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|     """Check that if equalization is not defined default one is correctly take and
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|     else that it is not overwritten
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|     """
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|     json_data = {
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|         "elements": [{
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|             "uid": "roadm Brest_KLA",
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|             "type": "Roadm"}],
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|         "connections": []
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|     }
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|     equipment = load_equipment(EQPT_FILENAME)
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|     network = network_from_json(json_data, equipment)
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|     roadm = [n for n in network.nodes()][0]
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|     assert roadm.target_pch_out_dbm == -20
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|     delattr(equipment['Roadm']['default'], 'target_pch_out_db')
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|     setattr(equipment['Roadm']['default'], 'target_psd_out_mWperGHz', power_dbm_to_psd_mw_ghz(-20, 32e9))
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|     # json_data is changed (type is popped from json_data with network_from_json_function). Create a new one:
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|     json_data = {
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|         "elements": [{
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|             "uid": "roadm Brest_KLA",
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|             "type": "Roadm"}],
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|         "connections": []
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|     }
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|     network = network_from_json(json_data, equipment)
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|     roadm = [n for n in network.nodes()][0]
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|     assert roadm.target_pch_out_dbm is None
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|     assert roadm.target_psd_out_mWperGHz == 3.125e-4
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|     assert roadm.target_out_mWperSlotWidth is None
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|     json_data = {
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|         "elements": [{
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|             "uid": "roadm Brest_KLA",
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|             "type": "Roadm",
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|             "params": {"target_pch_out_db": -18}}],
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|         "connections": []
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|     }
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|     network = network_from_json(json_data, equipment)
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|     roadm = [n for n in network.nodes()][0]
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|     assert roadm.target_pch_out_dbm == -18
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|     assert roadm.target_psd_out_mWperGHz is None
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|     assert roadm.target_out_mWperSlotWidth is None
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|     json_data = {
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|         "elements": [{
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|             "uid": "roadm Brest_KLA",
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|             "type": "Roadm",
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|             "params": {"target_psd_out_mWperGHz": 5e-4}}],
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|         "connections": []
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|     }
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|     network = network_from_json(json_data, equipment)
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|     roadm = [n for n in network.nodes()][0]
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|     assert roadm.target_pch_out_dbm is None
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|     assert roadm.target_psd_out_mWperGHz == 5e-4
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|     assert roadm.target_out_mWperSlotWidth is None
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|     json_data = {
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|         "elements": [{
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|             "uid": "roadm Brest_KLA",
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|             "type": "Roadm",
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|             "params": {"target_out_mWperSlotWidth": 3e-4}}],
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|         "connections": []
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|     }
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|     network = network_from_json(json_data, equipment)
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|     roadm = [n for n in network.nodes()][0]
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|     assert roadm.target_pch_out_dbm is None
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|     assert roadm.target_psd_out_mWperGHz is None
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|     assert roadm.target_out_mWperSlotWidth == 3e-4
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| 
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| 
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| @pytest.mark.parametrize('target_out, delta_pdb_per_channel, correction',
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|                          [(-20, [0, 1, 3, 0.5, -2], [0, 0, 5, 5.5, 0]),
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|                           (-20, [0, 0, 0, 0, 0], [0, 0, 2, 5, 0]),
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|                           (-20, [-2, -2, -2, -2, -2], [0, 0, 0, 3, 0]),
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|                           (-20, [0, 2, -2, -5, 4], [0, 0, 0, 0, 0]),
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|                           (-25.5, [0, 1, 3, 0.5, -2], [0, 0, 0, 0, 0]), ])
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| def test_low_input_power(target_out, delta_pdb_per_channel, correction):
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|     """check that ROADM correctly equalizes on small examples, assumes p_span_0 = 0
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|     case of power equalisation
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|     """
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|     frequency = 191e12 + array([0, 50e9, 150e9, 225e9, 275e9])
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|     slot_width = array([37.5e9, 50e9, 75e9, 50e9, 37.5e9])
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|     baud_rate = array([32e9, 42e9, 64e9, 42e9, 32e9])
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|     signal = dbm2watt(array([-20.0, -18.0, -22.0, -25.0, -16.0]))
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|     target = target_out + array(delta_pdb_per_channel)
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|     si = create_arbitrary_spectral_information(frequency=frequency, slot_width=slot_width,
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|                                                signal=signal, baud_rate=baud_rate, roll_off=0.15,
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|                                                delta_pdb_per_channel=delta_pdb_per_channel,
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|                                                tx_osnr=None)
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|     roadm_config = {
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|         "uid": "roadm Brest_KLA",
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|         "params": {
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|             "per_degree_pch_out_db": {},
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|             "target_pch_out_db": target_out,
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|             "add_drop_osnr": 38,
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|             "pmd": 0,
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|             "pdl": 0,
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|             "restrictions": {
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|                 "preamp_variety_list": [],
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|                 "booster_variety_list": []
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|             }
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|         },
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|         "metadata": {
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|             "location": {
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|                 "city": "Brest_KLA",
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|                 "region": "RLD",
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|                 "latitude": 4.0,
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|                 "longitude": 0.0
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|             }
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|         }
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|     }
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|     roadm = Roadm(**roadm_config)
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|     roadm.ref_pch_in_dbm['tata'] = 0
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|     roadm.ref_carrier = ReferenceCarrier(baud_rate=32e9, slot_width=50e9)
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|     si = roadm(si, degree='toto', from_degree='tata')
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|     assert_allclose(watt2dbm(si.signal), target - correction, rtol=1e-5)
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|     # in other words check that if target is below input power, target is applied else power is unchanged
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|     assert_allclose((watt2dbm(signal) >= target) * target + (watt2dbm(signal) < target) * watt2dbm(signal),
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|                     watt2dbm(si.signal), rtol=1e-5)
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| 
 | |
| 
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| @pytest.mark.parametrize('target_out, delta_pdb_per_channel, correction',
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|                          [(3.125e-4,
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|                            [0, 0, 0, 0, 0],
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|                            [0, 0, 2 + lin2db(64 / 32), 5 + lin2db(42 / 32), 0]),
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|                           (3.125e-4,
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|                            [1, 3, 0, -5, 0],
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|                            [1, 1 + lin2db(42 / 32), 2 + lin2db(64 / 32), 0 + lin2db(42 / 32), 0]), ])
 | |
| def test_2low_input_power(target_out, delta_pdb_per_channel, correction):
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|     """check that ROADM correctly equalizes on small examples, assumes p_span_0 = 0
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|     case of PSD equalisation
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|     """
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|     frequency = 191e12 + array([0, 50e9, 150e9, 225e9, 275e9])
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|     slot_width = array([37.5e9, 50e9, 75e9, 50e9, 37.5e9])
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|     baud_rate = array([32e9, 42e9, 64e9, 42e9, 32e9])
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|     signal = dbm2watt(array([-20.0, -18.0, -22.0, -25.0, -16.0]))
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|     target = psd2powerdbm(target_out, baud_rate) + array(delta_pdb_per_channel)
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|     si = create_arbitrary_spectral_information(frequency=frequency, slot_width=slot_width,
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|                                                signal=signal, baud_rate=baud_rate, roll_off=0.15,
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|                                                delta_pdb_per_channel=delta_pdb_per_channel,
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|                                                tx_osnr=None)
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|     roadm_config = {
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|         "uid": "roadm Brest_KLA",
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|         "params": {
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|             "per_degree_pch_out_db": {},
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|             "target_psd_out_mWperGHz": target_out,
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|             "add_drop_osnr": 38,
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|             "pmd": 0,
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|             "pdl": 0,
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|             "restrictions": {
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|                 "preamp_variety_list": [],
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|                 "booster_variety_list": []
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|             }
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|         },
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|         "metadata": {
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|             "location": {
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|                 "city": "Brest_KLA",
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|                 "region": "RLD",
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|                 "latitude": 4.0,
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|                 "longitude": 0.0
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|             }
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|         }
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|     }
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|     roadm = Roadm(**roadm_config)
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|     roadm.ref_pch_in_dbm['tata'] = 0
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|     roadm.ref_carrier = ReferenceCarrier(baud_rate=32e9, slot_width=50e9)
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|     si = roadm(si, degree='toto', from_degree='tata')
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|     assert_allclose(watt2dbm(si.signal), target - correction, rtol=1e-5)
 | |
| 
 | |
| 
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| def net_setup(equipment, deltap=0):
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|     """common setup for tests: builds network, equipment and oms only once"""
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|     network = load_network(NETWORK_FILENAME, equipment)
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|     spectrum = equipment['SI']['default']
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|     p_db = spectrum.power_dbm + deltap
 | |
|     p_total_db = p_db + lin2db(automatic_nch(spectrum.f_min, spectrum.f_max, spectrum.spacing))
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|     build_network(network, equipment, p_db, p_total_db)
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|     return network
 | |
| 
 | |
| 
 | |
| def create_voyager_req(equipment, source, dest, bidir, nodes_list, loose_list, mode, spacing, power_dbm):
 | |
|     """create the usual request list according to parameters"""
 | |
|     params = {'request_id': 'test_request',
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|               'source': source,
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|               'bidir': bidir,
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|               'destination': dest,
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|               'trx_type': 'Voyager',
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|               'trx_mode': mode,
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|               'format': mode,
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|               'spacing': spacing,
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|               'nodes_list': nodes_list,
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|               'loose_list': loose_list,
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|               'path_bandwidth': 100.0e9,
 | |
|               'effective_freq_slot': None}
 | |
|     trx_params = trx_mode_params(equipment, params['trx_type'], params['trx_mode'], True)
 | |
|     params.update(trx_params)
 | |
|     params['power'] = dbm2watt(power_dbm) if power_dbm else dbm2watt(equipment['SI']['default'].power_dbm)
 | |
|     f_min = params['f_min']
 | |
|     f_max_from_si = params['f_max']
 | |
|     params['nb_channel'] = automatic_nch(f_min, f_max_from_si, params['spacing'])
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|     return PathRequest(**params)
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| 
 | |
| 
 | |
| @pytest.mark.parametrize('power_dbm', [0, 1, -2, None])
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| @pytest.mark.parametrize('mode, slot_width', (['mode 1', 50e9], ['mode 2', 75e9]))
 | |
| def test_initial_spectrum(mode, slot_width, power_dbm):
 | |
|     """checks that propagation using the user defined spectrum identical to SI, gives same result as SI"""
 | |
|     # first propagate without any req.initial_spectrum attribute
 | |
|     equipment = load_equipment(EQPT_FILENAME)
 | |
|     req = create_voyager_req(equipment, 'trx Brest_KLA', 'trx Vannes_KBE', False, ['trx Vannes_KBE'], ['STRICT'],
 | |
|                              mode, slot_width, power_dbm)
 | |
|     network = net_setup(equipment)
 | |
|     path = compute_constrained_path(network, req)
 | |
|     infos_expected = propagate(path, req, equipment)
 | |
|     # then creates req.initial_spectrum attribute exactly corresponding to -spectrum option files
 | |
|     temp = [{
 | |
|         "f_min": 191.35e12 + slot_width,
 | |
|         "f_max": 196.15e12 - slot_width,
 | |
|         "baud_rate": req.baud_rate,
 | |
|         "slot_width": slot_width,
 | |
|         "roll_off": 0.15,
 | |
|         "tx_osnr": 40
 | |
|     }]
 | |
|     req.initial_spectrum = _spectrum_from_json(temp)
 | |
|     infos_actual = propagate(path, req, equipment)
 | |
|     print(infos_actual.frequency[0], infos_actual.frequency[-1])
 | |
|     print(infos_expected.frequency[0], infos_expected.frequency[-1])
 | |
| 
 | |
|     assert_array_equal(infos_expected.frequency, infos_actual.frequency)
 | |
|     assert_array_equal(infos_expected.baud_rate, infos_actual.baud_rate)
 | |
|     assert_array_equal(infos_expected.slot_width, infos_actual.slot_width)
 | |
|     assert_array_equal(infos_expected.signal, infos_actual.signal)
 | |
|     assert_array_equal(infos_expected.nli, infos_actual.nli)
 | |
|     assert_array_equal(infos_expected.ase, infos_actual.ase)
 | |
|     assert_array_equal(infos_expected.roll_off, infos_actual.roll_off)
 | |
|     assert_array_equal(infos_expected.chromatic_dispersion, infos_actual.chromatic_dispersion)
 | |
|     assert_array_equal(infos_expected.pmd, infos_actual.pmd)
 | |
|     assert_array_equal(infos_expected.channel_number, infos_actual.channel_number)
 | |
|     assert_array_equal(infos_expected.number_of_channels, infos_actual.number_of_channels)
 | |
| 
 | |
| 
 | |
| def test_initial_spectrum_not_identical():
 | |
|     """checks that user defined spectrum overrides spectrum defined in SI
 | |
|     """
 | |
|     # first propagate without any req.initial_spectrum attribute
 | |
|     equipment = load_equipment(EQPT_FILENAME)
 | |
|     req = create_voyager_req(equipment, 'trx Brest_KLA', 'trx Vannes_KBE', False, ['trx Vannes_KBE'], ['STRICT'],
 | |
|                              'mode 1', 50e9, 0)
 | |
|     network = net_setup(equipment)
 | |
|     path = compute_constrained_path(network, req)
 | |
|     infos_expected = propagate(path, req, equipment)
 | |
|     # then creates req.initial_spectrum attribute exactly corresponding to -spectrum option files
 | |
|     temp = [{
 | |
|         "f_min": 191.4e12,     # align f_min , f_max on Voyager f_min, f_mix and not SI !
 | |
|         "f_max": 196.1e12,
 | |
|         "baud_rate": 40e9,
 | |
|         "slot_width": 62.5e9,
 | |
|         "roll_off": 0.15,
 | |
|         "tx_osnr": 40
 | |
|     }]
 | |
|     req.initial_spectrum = _spectrum_from_json(temp)
 | |
|     infos_actual = propagate(path, req, equipment)
 | |
|     assert_raises(AssertionError, assert_array_equal, infos_expected.frequency, infos_actual.frequency)
 | |
|     assert_raises(AssertionError, assert_array_equal, infos_expected.baud_rate, infos_actual.baud_rate)
 | |
|     assert_raises(AssertionError, assert_array_equal, infos_expected.slot_width, infos_actual.slot_width)
 | |
|     assert_raises(AssertionError, assert_array_equal, infos_expected.signal, infos_actual.signal)
 | |
|     assert_raises(AssertionError, assert_array_equal, infos_expected.nli, infos_actual.nli)
 | |
|     assert_raises(AssertionError, assert_array_equal, infos_expected.ase, infos_actual.ase)
 | |
|     assert_raises(AssertionError, assert_array_equal, infos_expected.channel_number, infos_actual.channel_number)
 | |
|     assert_raises(AssertionError, assert_array_equal, infos_expected.number_of_channels, infos_actual.number_of_channels)
 | |
| 
 | |
| 
 | |
| @pytest.mark.parametrize('equalization, target_value', [
 | |
|     ('target_out_mWperSlotWidth', power_dbm_to_psd_mw_ghz(-20, 50e9)),
 | |
|     ('target_psd_out_mWperGHz', power_dbm_to_psd_mw_ghz(-20, 32e9))])
 | |
| @pytest.mark.parametrize('power_dbm', [0, 2, -0.5])
 | |
| def test_target_psd_or_psw(power_dbm, equalization, target_value):
 | |
|     """checks that if target_out_mWperSlotWidth or target_psd_out_mWperGHz is defined, it is used as equalization
 | |
|     and it gives same result if computed target is the same
 | |
|     """
 | |
|     equipment = load_equipment(EQPT_FILENAME)
 | |
|     network = net_setup(equipment)
 | |
|     req = create_voyager_req(equipment, 'trx Brest_KLA', 'trx Vannes_KBE', False, ['trx Vannes_KBE'], ['STRICT'],
 | |
|                              'mode 1', 50e9, power_dbm)
 | |
|     path = compute_constrained_path(network, req)
 | |
|     infos_expected = propagate(path, req, equipment)
 | |
|     # change default equalization to power spectral density
 | |
|     delattr(equipment['Roadm']['default'], 'target_pch_out_db')
 | |
|     setattr(equipment['Roadm']['default'], equalization, target_value)
 | |
|     # create a second instance with this roadm settings,
 | |
|     network2 = net_setup(equipment)
 | |
|     path2 = compute_constrained_path(network2, req)
 | |
|     infos_actual = propagate(path2, req, equipment)
 | |
|     # since baudrate is the same, resulting propagation should be the same as for power equalization
 | |
|     assert_array_equal(infos_expected.baud_rate, infos_actual.baud_rate)
 | |
|     assert_array_equal(infos_expected.slot_width, infos_actual.slot_width)
 | |
|     assert_array_equal(infos_expected.signal, infos_actual.signal)
 | |
|     assert_array_equal(infos_expected.nli, infos_actual.nli)
 | |
|     assert_array_equal(infos_expected.ase, infos_actual.ase)
 | |
|     assert_array_equal(infos_expected.roll_off, infos_actual.roll_off)
 | |
|     assert_array_equal(infos_expected.chromatic_dispersion, infos_actual.chromatic_dispersion)
 | |
|     assert_array_equal(infos_expected.pmd, infos_actual.pmd)
 | |
|     assert_array_equal(infos_expected.channel_number, infos_actual.channel_number)
 | |
|     assert_array_equal(infos_expected.number_of_channels, infos_actual.number_of_channels)
 | |
| 
 | |
| 
 | |
| def ref_network():
 | |
|     """Create a network instance with a instance of propagated path"""
 | |
|     equipment = load_equipment(EQPT_FILENAME)
 | |
|     network = net_setup(equipment)
 | |
|     req0 = create_voyager_req(equipment, 'trx Brest_KLA', 'trx Vannes_KBE', False, ['trx Vannes_KBE'], ['STRICT'],
 | |
|                               'mode 1', 50e9, 0)
 | |
|     path0 = compute_constrained_path(network, req0)
 | |
|     _ = propagate(path0, req0, equipment)
 | |
|     return network
 | |
| 
 | |
| 
 | |
| @pytest.mark.parametrize('deltap', [0, +1.18, -0.5])
 | |
| def test_target_psd_out_mwperghz_deltap(deltap):
 | |
|     """checks that if target_psd_out_mWperGHz is defined, delta_p of amps is correctly updated
 | |
| 
 | |
|     Power over 1.18dBm saturate amp with this test: TODO add a test on this saturation
 | |
|     """
 | |
|     equipment = load_equipment(EQPT_FILENAME)
 | |
|     network = net_setup(equipment, deltap)
 | |
|     req = create_voyager_req(equipment, 'trx Brest_KLA', 'trx Vannes_KBE', False, ['trx Vannes_KBE'], ['STRICT'],
 | |
|                              'mode 1', 50e9, deltap)
 | |
|     temp = [{
 | |
|         "f_min": 191.35e12,     # align f_min , f_max on Voyager f_min, f_mix and not SI !
 | |
|         "f_max": 196.05e12,
 | |
|         "baud_rate": req.baud_rate,
 | |
|         "slot_width": 50e9,
 | |
|         "roll_off": 0.15,
 | |
|         "tx_osnr": 40
 | |
|     }]
 | |
|     req.initial_spectrum = _spectrum_from_json(temp)
 | |
|     path = compute_constrained_path(network, req)
 | |
|     _ = propagate(path, req, equipment)
 | |
|     # check that gain of booster is changed accordingly whereas gain of preamp and ila is not (no saturation case)
 | |
|     boosters = ['east edfa in Brest_KLA to Quimper', 'east edfa in Lorient_KMA to Vannes_KBE']
 | |
|     ila_preamps = ['east edfa in Quimper to Lorient_KMA', 'west edfa in Lorient_KMA to Quimper',
 | |
|                    'west edfa in Vannes_KBE to Lorient_KMA']
 | |
|     for amp in boosters + ila_preamps:
 | |
|         expected_amp = next(n for n in ref_network() if n.uid == amp)
 | |
|         actual_amp = next(n for n in network.nodes() if n.uid == amp)
 | |
|         expected_gain = expected_amp.pout_db - expected_amp.pin_db
 | |
|         actual_gain = actual_amp.pout_db - actual_amp.pin_db
 | |
|         print(actual_amp)
 | |
|         if amp in boosters:
 | |
|             assert expected_gain + deltap == pytest.approx(actual_gain, rel=1e-3)
 | |
|         if amp in ila_preamps:
 | |
|             assert expected_gain == pytest.approx(actual_gain, rel=1e-3)
 | |
| 
 | |
| 
 | |
| @pytest.mark.parametrize('equalization', ['target_psd_out_mWperGHz', 'target_out_mWperSlotWidth'])
 | |
| @pytest.mark.parametrize('case', ['SI', 'nodes'])
 | |
| @pytest.mark.parametrize('deltap', [0, +2, -0.5])
 | |
| @pytest.mark.parametrize('target', [-20, -21, -18])
 | |
| @pytest.mark.parametrize('mode, slot_width', (['mode 1', 50e9], ['mode 2', 75e9]))
 | |
| def test_equalization(case, deltap, target, mode, slot_width, equalization):
 | |
|     """check that power target on roadm is correct for these cases; check on booster
 | |
|     - SI : target_pch_out_db / target_psd_out_mWperGHz
 | |
|     - node : target_pch_out_db / target_psd_out_mWperGHz
 | |
|     - per degree : target_pch_out_db / target_psd_out_mWperGHz
 | |
|     for these cases with and without power from user
 | |
|     """
 | |
|     equipment = load_equipment(EQPT_FILENAME)
 | |
|     setattr(equipment['Roadm']['default'], 'target_pch_out_db', target)
 | |
|     req = create_voyager_req(equipment, 'trx Brest_KLA', 'trx Rennes_STA', False,
 | |
|                              ['east edfa in Brest_KLA to Quimper', 'roadm Lannion_CAS', 'trx Rennes_STA'],
 | |
|                              ['STRICT', 'STRICT', 'STRICT'],
 | |
|                              mode, slot_width, deltap)
 | |
|     roadms = ['roadm Brest_KLA', 'roadm Lorient_KMA', 'roadm Lannion_CAS', 'roadm Rennes_STA']
 | |
|     # degree = {'roadm Brest_KLA': 'east edfa in Brest_KLA to Quimper',
 | |
|     #           'roadm Lorient_KMA': 'east edfa in Lorient_KMA to Loudeac'}
 | |
|     # boosters = ['east edfa in Brest_KLA to Quimper', 'east edfa in Lorient_KMA to Loudeac',
 | |
|     #             'east edfa in Lannion_CAS to Stbrieuc']
 | |
|     target_psd = power_dbm_to_psd_mw_ghz(target, 32e9)
 | |
|     if case == 'SI':
 | |
|         delattr(equipment['Roadm']['default'], 'target_pch_out_db')
 | |
|         setattr(equipment['Roadm']['default'], equalization, target_psd)
 | |
|         network = net_setup(equipment)
 | |
|     elif case == 'nodes':
 | |
|         json_data = load_json(NETWORK_FILENAME)
 | |
|         for el in json_data['elements']:
 | |
|             if el['uid'] in roadms:
 | |
|                 el['params'] = {equalization: target_psd}
 | |
|         network = network_from_json(json_data, equipment)
 | |
|         spectrum = equipment['SI']['default']
 | |
|         p_db = spectrum.power_dbm
 | |
|         p_total_db = p_db + lin2db(automatic_nch(spectrum.f_min, spectrum.f_max, spectrum.spacing))
 | |
|         build_network(network, equipment, p_db, p_total_db)
 | |
|         # check that nodes not in roadms have target_pch_out_db not None
 | |
|         pw_roadms = [r for r in network.nodes() if r.uid not in roadms and isinstance(r, Roadm)]
 | |
|         for roadm in pw_roadms:
 | |
|             assert roadm.target_psd_out_mWperGHz is None
 | |
|             assert roadm.target_pch_out_dbm == target
 | |
|         for roadm in [r for r in network.nodes() if r.uid in roadms and isinstance(r, Roadm)]:
 | |
|             assert roadm.target_pch_out_dbm is None
 | |
|             assert getattr(roadm, equalization) == target_psd
 | |
|     path = compute_constrained_path(network, req)
 | |
|     si = create_input_spectral_information(
 | |
|         f_min=req.f_min, f_max=req.f_max, roll_off=req.roll_off, baud_rate=req.baud_rate, power=req.power,
 | |
|         spacing=req.spacing, tx_osnr=req.tx_osnr)
 | |
|     for i, el in enumerate(path):
 | |
|         if isinstance(el, Roadm):
 | |
|             si = el(si, degree=path[i + 1].uid, from_degree=path[i - 1].uid)
 | |
|             if case in ['SI', 'nodes', 'degrees']:
 | |
|                 if equalization == 'target_psd_out_mWperGHz':
 | |
|                     assert_allclose(power_dbm_to_psd_mw_ghz(watt2dbm(si.signal + si.ase + si.nli), si.baud_rate),
 | |
|                                     target_psd, rtol=1e-3)
 | |
|                 if equalization == 'target_out_mWperSlotWidth':
 | |
|                     assert_allclose(power_dbm_to_psd_mw_ghz(watt2dbm(si.signal + si.ase + si.nli), si.slot_width),
 | |
|                                     target_psd, rtol=1e-3)
 | |
|         else:
 | |
|             si = el(si)
 | |
|         print(el.uid)
 | |
| 
 | |
| 
 | |
| @pytest.mark.parametrize('req_power', [0, 2, -1.5])
 | |
| def test_power_option(req_power):
 | |
|     """check that --po option adds correctly power with spectral information
 | |
|     """
 | |
|     equipment = load_equipment(EQPT_FILENAME)
 | |
|     setattr(equipment['Roadm']['default'], 'target_pch_out_db', None)
 | |
|     setattr(equipment['Roadm']['default'], 'target_psd_out_mWperGHz', power_dbm_to_psd_mw_ghz(-20, 32e9))
 | |
|     network = net_setup(equipment)
 | |
|     req = create_voyager_req(equipment, 'trx Brest_KLA', 'trx Vannes_KBE', False, ['trx Vannes_KBE'], ['STRICT'],
 | |
|                              'mode 1', 50e9, req_power)
 | |
|     path = compute_constrained_path(network, req)
 | |
|     infos_expected = propagate(path, req, equipment)
 | |
| 
 | |
|     temp = [{
 | |
|         "f_min": 191.4e12,     # align f_min , f_max on Voyager f_min, f_max and not SI !
 | |
|         "f_max": 196.1e12,
 | |
|         "baud_rate": req.baud_rate,
 | |
|         "slot_width": 50e9,
 | |
|         "roll_off": 0.15,
 | |
|         "tx_osnr": 40
 | |
|     }]
 | |
|     req.initial_spectrum = _spectrum_from_json(temp)
 | |
|     network2 = net_setup(equipment)
 | |
|     path2 = compute_constrained_path(network2, req)
 | |
|     infos_actual = propagate(path2, req, equipment)
 | |
|     assert_array_equal(infos_expected.baud_rate, infos_actual.baud_rate)
 | |
|     assert_array_equal(infos_expected.slot_width, infos_actual.slot_width)
 | |
|     assert_array_equal(infos_expected.signal, infos_actual.signal)
 | |
|     assert_array_equal(infos_expected.nli, infos_actual.nli)
 | |
|     assert_array_equal(infos_expected.ase, infos_actual.ase)
 | |
|     assert_array_equal(infos_expected.roll_off, infos_actual.roll_off)
 | |
|     assert_array_equal(infos_expected.chromatic_dispersion, infos_actual.chromatic_dispersion)
 | |
|     assert_array_equal(infos_expected.pmd, infos_actual.pmd)
 | |
|     assert_array_equal(infos_expected.channel_number, infos_actual.channel_number)
 | |
|     assert_array_equal(infos_expected.number_of_channels, infos_actual.number_of_channels)
 | |
| 
 | |
| 
 | |
| def transceiver(slot_width, value):
 | |
|     return {
 | |
|         "type_variety": "test_offset",
 | |
|         "frequency": {
 | |
|             "min": 191.3e12,
 | |
|             "max": 196.1e12
 | |
|         },
 | |
|         "mode": [
 | |
|             {
 | |
|                 "format": "mode 1",
 | |
|                 "baud_rate": 64e9,
 | |
|                 "OSNR": 18,
 | |
|                 "bit_rate": 100e9,
 | |
|                 "roll_off": 0.15,
 | |
|                 "tx_osnr": 40,
 | |
|                 "min_spacing": 75e9,
 | |
|                 "cost": 1
 | |
|             },
 | |
|             {
 | |
|                 "format": "mode 3",
 | |
|                 "baud_rate": 64e9,
 | |
|                 "OSNR": 18,
 | |
|                 "bit_rate": 100e9,
 | |
|                 "roll_off": 0.15,
 | |
|                 "tx_osnr": 40,
 | |
|                 "min_spacing": slot_width,
 | |
|                 "equalization_offset_db": value,
 | |
|                 "cost": 1
 | |
|             }
 | |
|         ]
 | |
|     }
 | |
| 
 | |
| 
 | |
| def some_requests():
 | |
|     route = {
 | |
|         "route-object-include-exclude": [
 | |
|             {
 | |
|                 "explicit-route-usage": "route-include-ero",
 | |
|                 "index": 0,
 | |
|                 "num-unnum-hop": {
 | |
|                     "node-id": "trx Brest_KLA",
 | |
|                     "link-tp-id": "link-tp-id is not used",
 | |
|                     "hop-type": "STRICT"
 | |
|                 }
 | |
|             },
 | |
|             {
 | |
|                 "explicit-route-usage": "route-include-ero",
 | |
|                 "index": 1,
 | |
|                 "num-unnum-hop": {
 | |
|                     "node-id": "trx Vannes_KBE",
 | |
|                     "link-tp-id": "link-tp-id is not used",
 | |
|                     "hop-type": "STRICT"
 | |
|                 }
 | |
|             }
 | |
|         ]
 | |
|     }
 | |
|     return {
 | |
|         "path-request": [{
 | |
|             "request-id": "2",
 | |
|             "source": "trx Brest_KLA",
 | |
|             "destination": "trx Vannes_KBE",
 | |
|             "src-tp-id": "trx Brest_KLA",
 | |
|             "dst-tp-id": "trx Vannes_KBE",
 | |
|             "bidirectional": False,
 | |
|             "path-constraints": {
 | |
|                 "te-bandwidth": {
 | |
|                     "technology": "flexi-grid",
 | |
|                     "trx_type": "test_offset",
 | |
|                     "trx_mode": "mode 1",
 | |
|                     "spacing": 75000000000.0,
 | |
|                     "path_bandwidth": 100000000000.0
 | |
|                 }
 | |
|             },
 | |
|             "explicit-route-objects": route
 | |
|         }, {
 | |
|             "request-id": "3",
 | |
|             "source": "trx Brest_KLA",
 | |
|             "destination": "trx Vannes_KBE",
 | |
|             "src-tp-id": "trx Brest_KLA",
 | |
|             "dst-tp-id": "trx Vannes_KBE",
 | |
|             "bidirectional": False,
 | |
|             "path-constraints": {
 | |
|                 "te-bandwidth": {
 | |
|                     "technology": "flexi-grid",
 | |
|                     "trx_type": "test_offset",
 | |
|                     "trx_mode": "mode 3",
 | |
|                     "spacing": 87500000000.0,
 | |
|                     "path_bandwidth": 100000000000.0
 | |
|                 }
 | |
|             },
 | |
|             "explicit-route-objects": route
 | |
|         }, {
 | |
|             "request-id": "4",
 | |
|             "source": "trx Brest_KLA",
 | |
|             "destination": "trx Vannes_KBE",
 | |
|             "src-tp-id": "trx Brest_KLA",
 | |
|             "dst-tp-id": "trx Vannes_KBE",
 | |
|             "bidirectional": False,
 | |
|             "path-constraints": {
 | |
|                 "te-bandwidth": {
 | |
|                     "technology": "flexi-grid",
 | |
|                     "trx_type": "test_offset",
 | |
|                     "trx_mode": "mode 1",
 | |
|                     "spacing": 87500000000.0,
 | |
|                     "path_bandwidth": 100000000000.0
 | |
|                 }
 | |
|             },
 | |
|             "explicit-route-objects": route
 | |
|         }]
 | |
|     }
 | |
| 
 | |
| 
 | |
| @pytest.mark.parametrize('slot_width, value', [(75e9, lin2db(75 / 87.5)),
 | |
|                                                (87.5e9, lin2db(75 / 87.5))])
 | |
| def test_power_offset_trx_equalization_psw(slot_width, value):
 | |
|     """Check that the equalization with the offset is giving the same result as with reference slot_width
 | |
|     Check that larger slot width but no offset takes larger slot width for equalization
 | |
|     """
 | |
|     equipment = load_equipment(EQPT_FILENAME)
 | |
|     trx = transceiver(slot_width, value)
 | |
|     equipment['Transceiver'][trx['type_variety']] = Transceiver(**trx)
 | |
|     setattr(equipment['Roadm']['default'], 'target_pch_out_db', None)
 | |
|     setattr(equipment['Roadm']['default'], 'target_out_mWperSlotWidth', power_dbm_to_psd_mw_ghz(-20, 50e9))
 | |
|     network = net_setup(equipment)
 | |
|     json_data = some_requests()
 | |
|     ref_request, request, other = requests_from_json(json_data, equipment)
 | |
|     # ref_request (_expected) has no offset, equalization on 75GH basis
 | |
|     path_expected = compute_constrained_path(network, ref_request)
 | |
|     _ = propagate(path_expected, ref_request, equipment)
 | |
|     roadm1_expected = deepcopy(path_expected[1])
 | |
|     # request has an offset either defined in power and a larger slot width.
 | |
|     # The defined offset is "equalize as if it was a 75 GHz channel" although slot_width is 87.5GHz
 | |
|     path = compute_constrained_path(network, request)
 | |
|     _ = propagate(path, request, equipment)
 | |
|     roadm1 = deepcopy(path[1])
 | |
|     # the other request has a larger slot width (spacing) but no offset. so equalization uses this slot width
 | |
|     path_other = compute_constrained_path(network, other)
 | |
|     _ = propagate(path, other, equipment)
 | |
|     roadm1_other = path_other[1]
 | |
|     # check the first frequency since all cariers have the same equalization
 | |
|     # Check that the power is equalized as if it was for a 75GHz channel (mode 1) instead of a 87.5GHz
 | |
|     assert roadm1.pch_out_dbm[0] == roadm1_expected.pch_out_dbm[0]
 | |
|     # Check that equalization instead uses 87.5GHz basis
 | |
|     assert roadm1_other.pch_out_dbm[0] == roadm1_expected.pch_out_dbm[0] + lin2db(87.5 / 75)
 | |
| 
 | |
| 
 | |
| @pytest.mark.parametrize('slot_width, value', [(75e9, lin2db(75 / 50)),
 | |
|                                                (87.5e9, lin2db(75 / 50))])
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| def test_power_offset_trx_equalization_p(slot_width, value):
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|     """Check that the constant power equalization with the offset is applied
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|     """
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|     equipment = load_equipment(EQPT_FILENAME)
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|     trx = transceiver(slot_width, value)
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|     equipment['Transceiver'][trx['type_variety']] = Transceiver(**trx)
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|     setattr(equipment['Roadm']['default'], 'target_pch_out_db', -20)
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|     network = net_setup(equipment)
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|     json_data = some_requests()
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|     ref_request, request, _ = requests_from_json(json_data, equipment)
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|     path_expected = compute_constrained_path(network, ref_request)
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|     _ = propagate(path_expected, ref_request, equipment)
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|     roadm1_expected = deepcopy(path_expected[1])
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|     path = compute_constrained_path(network, request)
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|     _ = propagate(path, request, equipment)
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|     roadm1 = deepcopy(path[1])
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|     assert roadm1.pch_out_dbm[0] == roadm1_expected.pch_out_dbm[0] + lin2db(75 / 50)
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| 
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| 
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| @pytest.mark.parametrize('equalization, target_value',
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|     [('target_pch_out_db', -20),
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|      ('target_psd_out_mWperGHz', power_dbm_to_psd_mw_ghz(-20, 64e9)),
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|      ('target_out_mWperSlotWidth', power_dbm_to_psd_mw_ghz(-20, 50e9))])
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| @pytest.mark.parametrize('slot_width, value, expected_mode', [(75e9, 3.0, 'mode 3')])
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| def test_power_offset_automatic_mode_selection(slot_width, value, equalization,
 | |
|                                                target_value, expected_mode):
 | |
|     """Check that the same result is obtained if the mode is user defined or if it is
 | |
|     automatically selected
 | |
|     """
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|     equipment = load_equipment(EQPT_FILENAME)
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|     trx = transceiver(slot_width, value)
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|     equipment['Transceiver'][trx['type_variety']] = Transceiver(**trx)
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|     setattr(equipment['Roadm']['default'], 'target_pch_out_db', None)
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|     setattr(equipment['Roadm']['default'], equalization, target_value)
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|     network = net_setup(equipment)
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|     route = {
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|         "route-object-include-exclude": [
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|             {
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|                 "explicit-route-usage": "route-include-ero",
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|                 "index": 0,
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|                 "num-unnum-hop": {
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|                     "node-id": "trx Brest_KLA",
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|                     "link-tp-id": "link-tp-id is not used",
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|                     "hop-type": "STRICT"
 | |
|                 }
 | |
|             },
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|             {
 | |
|                 "explicit-route-usage": "route-include-ero",
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|                 "index": 1,
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|                 "num-unnum-hop": {
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|                     "node-id": "trx Vannes_KBE",
 | |
|                     "link-tp-id": "link-tp-id is not used",
 | |
|                     "hop-type": "STRICT"
 | |
|                 }
 | |
|             }
 | |
|         ]
 | |
|     }
 | |
|     json_data = {
 | |
|         "path-request": [{
 | |
|             "request-id": "imposed_mode",
 | |
|             "source": "trx Brest_KLA",
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|             "destination": "trx Vannes_KBE",
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|             "src-tp-id": "trx Brest_KLA",
 | |
|             "dst-tp-id": "trx Vannes_KBE",
 | |
|             "bidirectional": False,
 | |
|             "path-constraints": {
 | |
|                 "te-bandwidth": {
 | |
|                     "technology": "flexi-grid",
 | |
|                     "trx_type": "test_offset",
 | |
|                     "trx_mode": "mode 3",
 | |
|                     "spacing": 75000000000.0,
 | |
|                     "path_bandwidth": 100000000000.0
 | |
|                 }
 | |
|             },
 | |
|             "explicit-route-objects": route
 | |
|         }, {
 | |
|             "request-id": "free_mode",
 | |
|             "source": "trx Brest_KLA",
 | |
|             "destination": "trx Vannes_KBE",
 | |
|             "src-tp-id": "trx Brest_KLA",
 | |
|             "dst-tp-id": "trx Vannes_KBE",
 | |
|             "bidirectional": False,
 | |
|             "path-constraints": {
 | |
|                 "te-bandwidth": {
 | |
|                     "technology": "flexi-grid",
 | |
|                     "trx_type": "test_offset",
 | |
|                     "spacing": 75000000000.0,
 | |
|                     "path_bandwidth": 100000000000.0
 | |
|                 }
 | |
|             },
 | |
|             "explicit-route-objects": route
 | |
|         }]}
 | |
|     imposed_req, free_req, = requests_from_json(json_data, equipment)
 | |
|     assert free_req.tsp_mode is None
 | |
|     path_expected = compute_constrained_path(network, imposed_req)
 | |
|     _ = propagate(path_expected, imposed_req, equipment)
 | |
|     path = compute_constrained_path(network, free_req)
 | |
|     _, mode = propagate_and_optimize_mode(path, free_req, equipment)
 | |
|     assert mode['format'] == expected_mode
 | |
|     assert_allclose(path_expected[-1].snr_01nm, path[-1].snr_01nm, rtol=1e-5)
 |