def test_switch_type(self, test_net, diag_params, diag_errors, report_methods):
net = copy.deepcopy(test_net)
check_function = 'invalid_values'
diag_params = copy.deepcopy(diag_params)
report_methods = copy.deepcopy(report_methods)
net.switch.loc[0, 'et'] = 'bus'
net.switch.loc[1, 'et'] = 1
net.switch.loc[2, 'et'] = None
net.switch.loc[3, 'et'] = True
net.switch.loc[4, 'et'] = 't'
check_result = pp.invalid_values(net)
if check_result:
diag_results = {check_function: check_result}
else:
diag_results = {}
assert diag_results[check_function] == \
{'switch': [(0, 'et', 'bus', 'switch_type'),
(1, 'et', 1, 'switch_type'),
(2, 'et', 'None', 'switch_type'),
(3, 'et', True, 'switch_type')]}
for bool_value in [True, False]:
diag_report = DiagnosticReports(net, diag_results, diag_errors, diag_params, compact_report=bool_value)
report_check = None
try:
eval(report_methods[check_function])
report_check = True
except:
report_check = False
assert report_check
def test_greater_zero(self, test_net):
net = copy.deepcopy(test_net)
net.bus.loc[42, 'vn_kv'] = '-1'
net.line.loc[7, 'length_km'] = -1
net.line.loc[8, 'imax_ka'] = 0
net.trafo.loc[0, 'vsc_percent'] = 0.0
net.trafo.loc[0, 'sn_kva'] = None
net.trafo.loc[0, 'vn_hv_kv'] = -1.5
net.trafo.loc[0, 'vn_lv_kv'] = False
net.trafo3w.loc[0, 'vsc_hv_percent'] = 2.3
net.trafo3w.loc[0, 'vsc_mv_percent'] = np.nan
net.trafo3w.loc[0, 'vsc_lv_percent'] = 0.0
net.trafo3w.loc[0, 'sn_hv_kva'] = 11
net.trafo3w.loc[0, 'sn_mv_kva'] = 'a'
net.trafo3w.loc[0, 'vn_hv_kv'] = -1.5
net.trafo3w.loc[0, 'vn_mv_kv'] = -1.5
net.trafo3w.loc[0, 'vn_lv_kv'] = False
net.ext_grid.loc[0, 'vm_pu'] = True
assert pp.invalid_values(net) == \
{'bus': [(42, 'vn_kv', '-1', '>0')],
'ext_grid': [(0, 'vm_pu', True, '>0')],
'line': [(7, 'length_km', -1.0, '>0'), (8, 'imax_ka', 0.0, '>0')],
'trafo': [(0, 'sn_kva', 'nan', '>0'), (0, 'vn_hv_kv', -1.5, '>0'),
(0, 'vn_lv_kv', False, '>0'), (0, 'vsc_percent', 0.0, '>0')],
'trafo3w': [(0, 'sn_mv_kva', 'a', '>0'), (0, 'vn_hv_kv', -1.5, '>0'),
(0, 'vn_mv_kv', -1.5, '>0'), (0, 'vn_lv_kv', False, '>0'),
(0, 'vsc_mv_percent', 'nan', '>0'), (0, 'vsc_lv_percent', 0.0, '>0')]}
def test_number(self, test_net, diag_params, diag_errors, report_methods):
net = copy.deepcopy(test_net)
check_function = 'invalid_values'
diag_params = copy.deepcopy(diag_params)
report_methods = copy.deepcopy(report_methods)
net.load.loc[0, 'p_mw'] = '1000'
net.load.loc[1, 'q_mvar'] = None
net.gen.loc[0, 'p_mw'] = False
net.sgen.loc[0, 'p_mw'] = -1.5
net.sgen.loc[1, 'q_mvar'] = np.nan
net.ext_grid.loc[0, 'va_degree'] = 13.55
check_result = pp.invalid_values(net)
if check_result:
diag_results = {check_function: check_result}
else:
diag_results = {}
assert diag_results[check_function] == \
{'gen': [(0, 'p_mw', False, 'number')],
'load': [(0, 'p_mw', '1000', 'number'), (1, 'q_mvar', 'nan', 'number')],
'sgen': [(1, 'q_mvar', 'nan', 'number')]}
for bool_value in [True, False]:
diag_report = DiagnosticReports(net, diag_results, diag_errors, diag_params, compact_report=bool_value)
report_check = None
try:
eval(report_methods[check_function])
report_check = True
except:
report_check = False
assert report_check
def test_between_zero_and_one(self, test_net, diag_params, diag_errors,
report_methods):
net = copy.deepcopy(test_net)
check_function = 'invalid_values'
diag_params = copy.deepcopy(diag_params)
report_methods = copy.deepcopy(report_methods)
net.line.loc[0, 'df'] = 1.5
check_result = pp.invalid_values(net)
if check_result:
diag_results = {check_function: check_result}
else:
diag_results = {}
assert diag_results[check_function] == \
{'line': [(0, 'df', 1.5, '0<x<=1')]}
for bool_value in [True, False]:
diag_report = DiagnosticReports(net,
diag_results,
diag_errors,
diag_params,
compact_report=bool_value)
report_check = None
try:
eval(report_methods[check_function])
report_check = True
except:
report_check = False
assert report_check
def test_boolean(self, test_net):
net = copy.deepcopy(test_net)
net.sgen.loc[0, 'in_service'] = 0
net.sgen.loc[1, 'in_service'] = 0.0
net.sgen.loc[2, 'in_service'] = '0'
net.sgen.loc[3, 'in_service'] = '0.0'
net.sgen.loc[4, 'in_service'] = 1
net.gen.loc[0, 'in_service'] = '1'
net.load.loc[0, 'in_service'] = 10
net.line.loc[0, 'in_service'] = -1
net.bus.loc[0, 'in_service'] = 'no'
net.trafo.loc[0, 'in_service'] = 'True'
net.trafo3w.loc[0, 'in_service'] = None
net.switch.loc[0, 'closed'] = 0
net.switch.loc[1, 'closed'] = 'False'
net.switch.loc[2, 'closed'] = False
net.switch.loc[3, 'closed'] = 'False'
net.switch.loc[4, 'closed'] = None
net.switch.loc[5, 'closed'] = 10
assert pp.invalid_values(net) == \
{'bus': [(0, 'in_service', 'no', 'boolean')],
'gen': [(0, 'in_service', '1', 'boolean')],
'sgen': [(2, 'in_service', '0', 'boolean'), (3, 'in_service', '0.0', 'boolean')],
'switch': [(1, 'closed', 'False', 'boolean'), (3, 'closed', 'False', 'boolean'),
(4, 'closed', None, 'boolean'), (5, 'closed', 10, 'boolean')],
'trafo': [(0, 'in_service', 'True', 'boolean')],
'trafo3w': [(0, 'in_service', 'nan', 'boolean')]}
def test_pos_int(self, test_net):
net = copy.deepcopy(test_net)
net.line.loc[7, 'from_bus'] = 1
net.line.loc[8, 'to_bus'] = '2'
net.trafo.loc[0, 'hv_bus'] = False
net.trafo.loc[0, 'lv_bus'] = None
net.trafo3w.loc[0, 'hv_bus'] = False
net.trafo3w.loc[0, 'mv_bus'] = 0.5
net.trafo3w.loc[0, 'lv_bus'] = 2
net.load.loc[0, 'bus'] = True
net.sgen.loc[0, 'bus'] = 1.5
net.gen.loc[0, 'bus'] = np.nan
net.ext_grid.loc[0, 'bus'] = -2.5
net.switch.loc[0, 'bus'] = None
net.switch.loc[0, 'element'] = -1.5
assert pp.invalid_values(net) == \
{'ext_grid': [(0, 'bus', -2.5, 'positive_integer')],
'gen': [(0, 'bus', 'nan', 'positive_integer')],
'line': [(8, 'to_bus', '2', 'positive_integer')],
'load': [(0, 'bus', True, 'positive_integer')],
'sgen': [(0, 'bus', 1.5, 'positive_integer')],
'switch': [(0, 'bus', 'nan', 'positive_integer'),
(0, 'element', -1.5, 'positive_integer')],
'trafo': [(0, 'hv_bus', False, 'positive_integer'),
(0, 'lv_bus', 'nan', 'positive_integer')],
'trafo3w': [(0, 'hv_bus', False, 'positive_integer'),
(0, 'mv_bus', 0.5, 'positive_integer')]}
def test_boolean(self, test_net, diag_params, report_methods):
net = copy.deepcopy(test_net)
check_function = 'invalid_values'
diag_params = copy.deepcopy(diag_params)
report_methods = copy.deepcopy(report_methods)
net.sgen.loc[0, 'in_service'] = 0
net.sgen.loc[1, 'in_service'] = 0.0
net.sgen.loc[2, 'in_service'] = '0'
net.sgen.loc[3, 'in_service'] = '0.0'
net.sgen.loc[4, 'in_service'] = 1
net.gen.loc[0, 'in_service'] = '1'
net.load.loc[0, 'in_service'] = '10'
net.line.loc[0, 'in_service'] = '-1'
net.bus.loc[0, 'in_service'] = 'no'
net.trafo.loc[0, 'in_service'] = 'True'
net.trafo3w.loc[0, 'in_service'] = None
net.switch.loc[0, 'closed'] = 0
net.switch.loc[1, 'closed'] = 'False'
net.switch.loc[2, 'closed'] = False
net.switch.loc[3, 'closed'] = 'False'
net.switch.loc[4, 'closed'] = None
net.switch.loc[5, 'closed'] = '10'
check_result = pp.invalid_values(net)
if check_result:
diag_results = {check_function: check_result}
else:
diag_results = {}
assert diag_results[check_function] == \
{'bus': [(0, 'in_service', 'no', 'boolean')],
'gen': [(0, 'in_service', '1', 'boolean')],
'line': [(0, 'in_service', '-1', 'boolean')],
'load': [(0, 'in_service', '10', 'boolean')],
'sgen': [(2, 'in_service', '0', 'boolean'),
(3, 'in_service', '0.0', 'boolean')],
'switch': [(1, 'closed', 'False', 'boolean'),
(3, 'closed', 'False', 'boolean'),
(4, 'closed', 'None', 'boolean'),
(5, 'closed', '10', 'boolean')],
'trafo': [(0, 'in_service', 'True', 'boolean')],
'trafo3w': [(0, 'in_service', 'nan', 'boolean')]}
for bool_value in [True, False]:
diag_report = DiagnosticReports(net,
diag_results,
diag_params,
compact_report=bool_value)
report_check = None
try:
eval(report_methods[check_function])
report_check = True
except:
report_check = False
assert report_check
def test_switch_type(self, test_net):
net = copy.deepcopy(test_net)
net.switch.loc[0, 'et'] = 'bus'
net.switch.loc[1, 'et'] = 1
net.switch.loc[2, 'et'] = None
net.switch.loc[3, 'et'] = True
net.switch.loc[4, 'et'] = 't'
assert pp.invalid_values(net) == \
{'switch': [(0, 'et', 'bus', 'switch_type'),
(1, 'et', 1, 'switch_type'),
(2, 'et', None, 'switch_type'),
(3, 'et', True, 'switch_type')]}
def test_number(self, test_net):
net = copy.deepcopy(test_net)
net.load.loc[0, 'p_kw'] = '1000'
net.load.loc[1, 'q_kvar'] = None
net.gen.loc[0, 'p_kw'] = False
net.sgen.loc[0, 'p_kw'] = -1.5
net.sgen.loc[1, 'q_kvar'] = np.nan
net.ext_grid.loc[0, 'va_degree'] = 13.55
assert pp.invalid_values(net) == \
{'gen': [(0, 'p_kw', False, 'number')],
'load': [(0, 'p_kw', '1000', 'number'), (1, 'q_kvar', 'nan', 'number')],
'sgen': [(1, 'q_kvar', 'nan', 'number')]}
def test_greater_equal_zero(self, test_net, diag_params, diag_errors,
report_methods):
net = copy.deepcopy(test_net)
check_function = 'invalid_values'
net.line.loc[7, 'r_ohm_per_km'] = -1
net.line.loc[8, 'x_ohm_per_km'] = None
net.line.loc[8, 'c_nf_per_km'] = '0'
net.trafo.loc[0, 'vkr_percent'] = '-1'
net.trafo.loc[0, 'pfe_kw'] = -1.5
net.trafo.loc[0, 'i0_percent'] = -0.001
net.trafo3w.loc[0, 'vkr_hv_percent'] = True
net.trafo3w.loc[0, 'vkr_mv_percent'] = False
net.trafo3w.loc[0, 'vkr_lv_percent'] = 1
net.trafo3w.loc[0, 'pfe_kw'] = '2'
net.trafo3w.loc[0, 'i0_percent'] = 10
net.load.loc[0, 'scaling'] = -0.1
net.load.loc[1, 'scaling'] = 0
net.load.loc[2, 'scaling'] = 1
net.load.loc[3, 'scaling'] = '1'
net.gen.loc[0, 'scaling'] = None
net.sgen.loc[0, 'scaling'] = False
check_result = pp.invalid_values(net)
if check_result:
diag_results = {check_function: check_result}
else:
diag_results = {}
assert diag_results[check_function] == \
{'line': [(7, 'r_ohm_per_km', -1.0, '>=0'), (8, 'x_ohm_per_km', 'nan', '>=0'),
(8, 'c_nf_per_km', '0', '>=0')],
'trafo': [(0, 'vkr_percent', '-1', '>=0'), (0, 'pfe_kw', -1.5, '>=0'),
(0, 'i0_percent', -0.001, '>=0')],
'trafo3w': [(0, 'vkr_hv_percent', True, '>=0'), (0, 'vkr_mv_percent', False, '>=0'),
(0, 'pfe_kw', '2', '>=0')],
'gen': [(0, 'scaling', 'nan', '>=0')],
'load': [(0, 'scaling', -0.1, '>=0'), (3, 'scaling', '1', '>=0')],
'sgen': [(0, 'scaling', False, '>=0')]}
for bool_value in [True, False]:
diag_report = DiagnosticReports(net,
diag_results,
diag_errors,
diag_params,
compact_report=bool_value)
report_check = None
try:
eval(report_methods[check_function])
report_check = True
except:
report_check = False
assert report_check
def test_greater_zero(self, test_net, diag_params, diag_errors,
report_methods):
net = copy.deepcopy(test_net)
check_function = 'invalid_values'
net.bus.loc[42, 'vn_kv'] = '-1'
net.line.loc[7, 'length_km'] = -1
net.line.loc[8, 'max_i_ka'] = 0
net.trafo.loc[0, 'vk_percent'] = 0.0
net.trafo.loc[0, 'sn_mva'] = None
net.trafo.loc[0, 'vn_hv_kv'] = -1.5
net.trafo.loc[0, 'vn_lv_kv'] = False
net.trafo3w.loc[0, 'vk_hv_percent'] = 2.3
net.trafo3w.loc[0, 'vk_mv_percent'] = np.nan
net.trafo3w.loc[0, 'vk_lv_percent'] = 0.0
net.trafo3w.loc[0, 'sn_hv_mva'] = 11
net.trafo3w.loc[0, 'sn_mv_mva'] = 'a'
net.trafo3w.loc[0, 'vn_hv_kv'] = -1.5
net.trafo3w.loc[0, 'vn_mv_kv'] = -1.5
net.trafo3w.loc[0, 'vn_lv_kv'] = False
net.ext_grid.loc[0, 'vm_pu'] = True
check_result = pp.invalid_values(net)
if check_result:
diag_results = {check_function: check_result}
else:
diag_results = {}
assert diag_results[check_function] == \
{'bus': [(42, 'vn_kv', '-1', '>0')],
'ext_grid': [(0, 'vm_pu', True, '>0')],
'line': [(7, 'length_km', -1.0, '>0'), (8, 'max_i_ka', 0.0, '>0')],
'trafo': [(0, 'sn_mva', 'nan', '>0'), (0, 'vn_hv_kv', -1.5, '>0'),
(0, 'vn_lv_kv', False, '>0'), (0, 'vk_percent', 0.0, '>0')],
'trafo3w': [(0, 'sn_mv_mva', 'a', '>0'), (0, 'vn_hv_kv', -1.5, '>0'),
(0, 'vn_mv_kv', -1.5, '>0'), (0, 'vn_lv_kv', False, '>0'),
(0, 'vk_mv_percent', 'nan', '>0'), (0, 'vk_lv_percent', 0.0, '>0')]}
for bool_value in [True, False]:
diag_report = DiagnosticReports(net,
diag_results,
diag_errors,
diag_params,
compact_report=bool_value)
report_check = None
try:
eval(report_methods[check_function])
report_check = True
except:
report_check = False
assert report_check
def test_pos_int(self, test_net, diag_params, diag_errors, report_methods):
net = copy.deepcopy(test_net)
check_function = 'invalid_values'
diag_params = copy.deepcopy(diag_params)
report_methods = copy.deepcopy(report_methods)
net.line.loc[7, 'from_bus'] = 1
net.line.loc[8, 'to_bus'] = '2'
net.trafo.loc[0, 'hv_bus'] = False
net.trafo.loc[0, 'lv_bus'] = None
net.trafo3w.loc[0, 'hv_bus'] = False
net.trafo3w.loc[0, 'mv_bus'] = 0.5
net.trafo3w.loc[0, 'lv_bus'] = 2
net.load.loc[0, 'bus'] = True
net.sgen.loc[0, 'bus'] = 1.5
net.gen.loc[0, 'bus'] = np.nan
net.ext_grid.loc[0, 'bus'] = -2.5
net.switch.loc[0, 'bus'] = None
net.switch.loc[0, 'element'] = -1.5
check_result = pp.invalid_values(net)
if check_result:
diag_results = {check_function: check_result}
else:
diag_results = {}
assert diag_results[check_function] == \
{'ext_grid': [(0, 'bus', -2.5, 'positive_integer')],
'gen': [(0, 'bus', 'nan', 'positive_integer')],
'line': [(8, 'to_bus', '2', 'positive_integer')],
'load': [(0, 'bus', True, 'positive_integer')],
'sgen': [(0, 'bus', 1.5, 'positive_integer')],
'switch': [(0, 'bus', 'nan', 'positive_integer'),
(0, 'element', -1.5, 'positive_integer')],
'trafo': [(0, 'hv_bus', False, 'positive_integer'),
(0, 'lv_bus', 'nan', 'positive_integer')],
'trafo3w': [(0, 'hv_bus', False, 'positive_integer'),
(0, 'mv_bus', 0.5, 'positive_integer')]}
for bool_value in [True, False]:
diag_report = DiagnosticReports(net,
diag_results,
diag_errors,
diag_params,
compact_report=bool_value)
report_check = None
try:
eval(report_methods[check_function])
report_check = True
except:
report_check = False
assert report_check
def test_between_zero_and_one(self, test_net):
net = copy.deepcopy(test_net)
net.line.loc[0, 'df'] = 1.5
net.load.loc[0, 'scaling'] = -0.1
net.load.loc[1, 'scaling'] = 0
net.load.loc[2, 'scaling'] = 1
net.load.loc[3, 'scaling'] = '1'
net.gen.loc[0, 'scaling'] = None
net.sgen.loc[0, 'scaling'] = False
assert pp.invalid_values(net) == \
{'gen': [(0, 'scaling', 'nan', '0to1')],
'line': [(0, 'df', 1.5, '0to1')],
'load': [(0, 'scaling', -0.1, '0to1'), (3, 'scaling', '1', '0to1')],
'sgen': [(0, 'scaling', False, '0to1')]}
def test_greater_equal_zero(self, test_net):
net = copy.deepcopy(test_net)
net.line.loc[7, 'r_ohm_per_km'] = -1
net.line.loc[8, 'x_ohm_per_km'] = None
net.line.loc[8, 'c_nf_per_km'] = '0'
net.trafo.loc[0, 'vscr_percent'] = '-1'
net.trafo.loc[0, 'pfe_kw'] = -1.5
net.trafo.loc[0, 'i0_percent'] = -0.001
net.trafo3w.loc[0, 'vscr_hv_percent'] = True
net.trafo3w.loc[0, 'vscr_mv_percent'] = False
net.trafo3w.loc[0, 'vscr_lv_percent'] = 1
net.trafo3w.loc[0, 'pfe_kw'] = '2'
net.trafo3w.loc[0, 'i0_percent'] = 10
assert pp.invalid_values(net) == \
{'line': [(7, 'r_ohm_per_km', -1.0, '>=0'), (8, 'x_ohm_per_km', 'nan', '>=0'),
(8, 'c_nf_per_km', '0', '>=0')],
'trafo': [(0, 'vscr_percent', '-1', '>=0'), (0, 'pfe_kw', -1.5, '>=0'),
(0, 'i0_percent', -0.001, '>=0')],
'trafo3w': [(0, 'vscr_hv_percent', True, '>=0'), (0, 'vscr_mv_percent', False, '>=0'),
(0, 'pfe_kw', '2', '>=0')]}
