How to use _validate_schema method in pandera
Best Python code snippet using pandera_python
test_database_sqlite.py
Source:test_database_sqlite.py 
...57 @log_on_failure_decorator58 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])59 @given(cable_info=create_cable_info(False))60 def test_schema_cable_info(self, caplog, cable_info):61 self._validate_schema(SchemaNetworks().network_services_of(CableInfo, cable_info), caplog)62 @log_on_failure_decorator63 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])64 @given(no_load_test=create_no_load_test(False))65 def test_schema_no_load_test(self, caplog, no_load_test):66 self._validate_schema(SchemaNetworks().network_services_of(NoLoadTest, no_load_test), caplog)67 @log_on_failure_decorator68 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])69 @given(open_circuit_test=create_open_circuit_test(False))70 def test_schema_open_circuit_test(self, caplog, open_circuit_test):71 self._validate_schema(SchemaNetworks().network_services_of(OpenCircuitTest, open_circuit_test), caplog)72 @log_on_failure_decorator73 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])74 @given(overhead_wire_info=create_overhead_wire_info(False))75 def test_schema_overhead_wire_info(self, caplog, overhead_wire_info):76 self._validate_schema(SchemaNetworks().network_services_of(OverheadWireInfo, overhead_wire_info), caplog)77 @log_on_failure_decorator78 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])79 @given(power_transformer_info=create_power_transformer_info(False))80 def test_schema_power_transformer_info(self, caplog, power_transformer_info):81 self._validate_schema(SchemaNetworks().network_services_of(PowerTransformerInfo, power_transformer_info), caplog)82 @log_on_failure_decorator83 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])84 @given(short_circuit_test=create_short_circuit_test(False))85 def test_schema_short_circuit_test(self, caplog, short_circuit_test):86 self._validate_schema(SchemaNetworks().network_services_of(ShortCircuitTest, short_circuit_test), caplog)87 @log_on_failure_decorator88 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])89 @given(shunt_compensator_info=create_shunt_compensator_info(False))90 def test_schema_shunt_compensator_info(self, caplog, shunt_compensator_info):91 self._validate_schema(SchemaNetworks().network_services_of(ShuntCompensatorInfo, shunt_compensator_info), caplog)92 @log_on_failure_decorator93 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])94 @given(transformer_end_info=create_transformer_end_info(False))95 def test_schema_transformer_end_info(self, caplog, transformer_end_info):96 self._validate_schema(SchemaNetworks().network_services_of(TransformerEndInfo, transformer_end_info), caplog)97 @log_on_failure_decorator98 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])99 @given(transformer_tank_info=create_transformer_tank_info(False))100 def test_schema_transformer_tank_info(self, caplog, transformer_tank_info):101 self._validate_schema(SchemaNetworks().network_services_of(TransformerTankInfo, transformer_tank_info), caplog)102 # ************ IEC61968 ASSETS ************103 @log_on_failure_decorator104 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])105 @given(asset_owner=create_asset_owner(False))106 def test_schema_asset_owner(self, caplog, asset_owner):107 self._validate_schema(SchemaNetworks().network_services_of(AssetOwner, asset_owner), caplog)108 @log_on_failure_decorator109 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])110 @given(pole=create_pole(False))111 def test_schema_pole(self, caplog, pole):112 self._validate_schema(SchemaNetworks().network_services_of(Pole, pole), caplog)113 @log_on_failure_decorator114 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])115 @given(streetlight=create_streetlight(False))116 def test_schema_streetlight(self, caplog, streetlight):117 self._validate_schema(SchemaNetworks().network_services_of(Streetlight, streetlight), caplog)118 # ************ IEC61968 CUSTOMERS ************119 @log_on_failure_decorator120 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])121 @given(customer=create_customer(False))122 def test_schema_customer(self, caplog, customer):123 self._validate_schema(SchemaNetworks().customer_services_of(Customer, customer), caplog)124 @log_on_failure_decorator125 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])126 @given(customer_agreement=create_customer_agreement(False))127 def test_schema_customer_agreement(self, caplog, customer_agreement):128 self._validate_schema(SchemaNetworks().customer_services_of(CustomerAgreement, customer_agreement), caplog)129 @log_on_failure_decorator130 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])131 @given(pricing_structure=create_pricing_structure(False))132 def test_schema_pricing_structure(self, caplog, pricing_structure):133 self._validate_schema(SchemaNetworks().customer_services_of(PricingStructure, pricing_structure), caplog)134 @log_on_failure_decorator135 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])136 @given(tariffs=create_tariffs(False))137 def test_schema_tariffs(self, caplog, tariffs):138 self._validate_schema(SchemaNetworks().customer_services_of(Tariff, tariffs), caplog)139 # ************ IEC61968 METERING ************140 @log_on_failure_decorator141 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])142 @given(meter=create_meter(False))143 def test_schema_meter(self, caplog, meter):144 self._validate_schema(SchemaNetworks().network_services_of(Meter, meter), caplog)145 @log_on_failure_decorator146 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])147 @given(usage_point=create_usage_point(False))148 def test_schema_usage_point(self, caplog, usage_point):149 self._validate_schema(SchemaNetworks().network_services_of(UsagePoint, usage_point), caplog)150 # ************ IEC61968 COMMON ************151 @log_on_failure_decorator152 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])153 @given(location=create_location(False))154 def test_schema_location(self, caplog, location):155 self._validate_schema(SchemaNetworks().network_services_of(Location, location), caplog)156 @log_on_failure_decorator157 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])158 @given(organisation=create_organisation(False))159 def test_schema_organisation(self, caplog, organisation):160 self._validate_schema(SchemaNetworks().network_services_of(Organisation, organisation), caplog)161 @log_on_failure_decorator162 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])163 @given(organisation=create_organisation(False))164 def test_schema_organisation_customer(self, caplog, organisation):165 self._validate_schema(SchemaNetworks().customer_services_of(Organisation, organisation), caplog)166 # ************ IEC61968 OPERATIONS ************167 @log_on_failure_decorator168 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])169 @given(operational_restriction=create_operational_restriction(False))170 def test_schema_operational_restriction(self, caplog, operational_restriction):171 self._validate_schema(SchemaNetworks().network_services_of(OperationalRestriction, operational_restriction), caplog)172 # ************ IEC61970 BASE AUXILIARY EQUIPMENT ************173 @log_on_failure_decorator174 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])175 @given(fault_indicator=create_fault_indicator(False))176 def test_schema_fault_indicator(self, caplog, fault_indicator):177 self._validate_schema(SchemaNetworks().network_services_of(FaultIndicator, fault_indicator), caplog)178 # ************ IEC61970 BASE CORE ************179 @log_on_failure_decorator180 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])181 @given(base_voltage=create_base_voltage(False))182 def test_schema_base_voltage(self, caplog, base_voltage):183 self._validate_schema(SchemaNetworks().network_services_of(BaseVoltage, base_voltage), caplog)184 @log_on_failure_decorator185 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])186 @given(connectivity_node=create_connectivity_node(False))187 def test_schema_connectivity_node(self, caplog, connectivity_node):188 self._validate_schema(SchemaNetworks().network_services_of(ConnectivityNode, connectivity_node), caplog)189 @log_on_failure_decorator190 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])191 @given(feeder=create_feeder(False))192 def test_schema_feeder(self, caplog, feeder):193 self._validate_schema(SchemaNetworks().network_services_of(Feeder, feeder), caplog)194 @log_on_failure_decorator195 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])196 @given(geographical_region=create_geographical_region(False))197 def test_schema_geographical_region(self, caplog, geographical_region):198 self._validate_schema(SchemaNetworks().network_services_of(GeographicalRegion, geographical_region), caplog)199 @log_on_failure_decorator200 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])201 @given(site=create_site(False))202 def test_schema_site(self, caplog, site):203 self._validate_schema(SchemaNetworks().network_services_of(Site, site), caplog)204 @log_on_failure_decorator205 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])206 @given(sub_geographical_region=create_sub_geographical_region(False))207 def test_schema_sub_geographical_region(self, caplog, sub_geographical_region):208 self._validate_schema(SchemaNetworks().network_services_of(SubGeographicalRegion, sub_geographical_region), caplog)209 @log_on_failure_decorator210 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])211 @given(substation=create_substation(False))212 def test_schema_substation(self, caplog, substation):213 self._validate_schema(SchemaNetworks().network_services_of(Substation, substation), caplog)214 @log_on_failure_decorator215 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])216 @given(terminal=create_terminal(False))217 def test_schema_terminal(self, caplog, terminal):218 self._validate_schema(SchemaNetworks().network_services_of(Terminal, terminal), caplog)219 # ************ IEC61970 BASE DIAGRAM LAYOUT ************220 @log_on_failure_decorator221 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])222 @given(diagram=create_diagram(False))223 def test_schema_diagram(self, caplog, diagram):224 self._validate_schema(SchemaNetworks().diagram_services_of(Diagram, diagram), caplog)225 @log_on_failure_decorator226 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])227 @given(diagram_object=create_diagram_object(False))228 def test_schema_diagram_object(self, caplog, diagram_object):229 self._validate_schema(SchemaNetworks().diagram_services_of(DiagramObject, diagram_object), caplog)230 # ************ IEC61970 BASE EQUIVALENTS ************231 @log_on_failure_decorator232 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])233 @given(equivalent_branch=create_equivalent_branch(False))234 def test_schema_equivalent_branch(self, caplog, equivalent_branch):235 self._validate_schema(SchemaNetworks().network_services_of(EquivalentBranch, equivalent_branch), caplog)236 # ************ IEC61970 BASE MEAS ************237 @log_on_failure_decorator238 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])239 @given(accumulator=create_accumulator(False))240 def test_schema_accumulator(self, caplog, accumulator):241 self._validate_schema(SchemaNetworks().network_services_of(Accumulator, accumulator), caplog)242 # self._validate_schema(SchemaNetworks().measurement_services_of(AccumulatorValue, data.draw(create_accumulator_value(False))), caplog)243 @log_on_failure_decorator244 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])245 @given(analog=create_analog(False))246 def test_schema_analog(self, caplog, analog):247 self._validate_schema(SchemaNetworks().network_services_of(Analog, analog), caplog)248 # self._validate_schema(SchemaNetworks().measurement_services_of(AnalogValue, data.draw(create_analog_value(False))), caplog)249 @log_on_failure_decorator250 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])251 @given(control=create_control(False))252 def test_schema_control(self, caplog, control):253 self._validate_schema(SchemaNetworks().network_services_of(Control, control), caplog)254 @log_on_failure_decorator255 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])256 @given(discrete=create_discrete(False))257 def test_schema_discrete(self, caplog, discrete):258 self._validate_schema(SchemaNetworks().network_services_of(Discrete, discrete), caplog)259 # self._validate_schema(SchemaNetworks().measurement_services_of(DiscreteValue, data.draw(create_discrete_value(False))), caplog)260 # ************ IEC61970 BASE SCADA ************261 @log_on_failure_decorator262 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])263 @given(remote_control=create_remote_control(False))264 def test_schema_remote_control(self, caplog, remote_control):265 self._validate_schema(SchemaNetworks().network_services_of(RemoteControl, remote_control), caplog)266 @log_on_failure_decorator267 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])268 @given(remote_source=create_remote_source(False))269 def test_schema_remote_source(self, caplog, remote_source):270 self._validate_schema(SchemaNetworks().network_services_of(RemoteSource, remote_source), caplog)271 # ************ IEC61970 BASE WIRES GENERATION PRODUCTION ************272 @log_on_failure_decorator273 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])274 @given(battery_unit=create_battery_unit(False))275 def test_schema_battery_unit(self, caplog, battery_unit):276 self._validate_schema(SchemaNetworks().network_services_of(BatteryUnit, battery_unit), caplog)277 @log_on_failure_decorator278 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])279 @given(photovoltaic_unit=create_photovoltaic_unit(False))280 def test_schema_photovoltaic_unit(self, caplog, photovoltaic_unit):281 self._validate_schema(SchemaNetworks().network_services_of(PhotoVoltaicUnit, photovoltaic_unit), caplog)282 @log_on_failure_decorator283 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])284 @given(power_electronics_connection=create_power_electronics_connection(False))285 def test_schema_power_electronics_connection(self, caplog, power_electronics_connection):286 self._validate_schema(SchemaNetworks().network_services_of(PowerElectronicsConnection, power_electronics_connection), caplog)287 @log_on_failure_decorator288 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])289 @given(pec_phase=create_power_electronics_connection_phase(False))290 def test_schema_power_electronics_connection_phase(self, caplog, pec_phase):291 self._validate_schema(SchemaNetworks().network_services_of(PowerElectronicsConnectionPhase, pec_phase), caplog)292 @log_on_failure_decorator293 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])294 @given(power_electronics_wind_unit=create_power_electronics_wind_unit(False))295 def test_schema_power_electronics_wind_unit(self, caplog, power_electronics_wind_unit):296 self._validate_schema(SchemaNetworks().network_services_of(PowerElectronicsWindUnit, power_electronics_wind_unit), caplog)297 # ************ IEC61970 BASE WIRES ************298 @log_on_failure_decorator299 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])300 @given(ac_line_segment=create_ac_line_segment(False))301 def test_schema_ac_line_segment(self, caplog, ac_line_segment):302 self._validate_schema(SchemaNetworks().network_services_of(AcLineSegment, ac_line_segment), caplog)303 @log_on_failure_decorator304 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])305 @given(breaker=create_breaker(False))306 def test_schema_breaker(self, caplog, breaker):307 self._validate_schema(SchemaNetworks().network_services_of(Breaker, breaker), caplog)308 @log_on_failure_decorator309 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])310 @given(busbar_section=create_busbar_section(False))311 def test_schema_busbar_section(self, caplog, busbar_section):312 self._validate_schema(SchemaNetworks().network_services_of(BusbarSection, busbar_section), caplog)313 @log_on_failure_decorator314 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])315 @given(disconnector=create_disconnector(False))316 def test_schema_disconnector(self, caplog, disconnector):317 self._validate_schema(SchemaNetworks().network_services_of(Disconnector, disconnector), caplog)318 @log_on_failure_decorator319 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])320 @given(energy_consumer=create_energy_consumer(False))321 def test_schema_energy_consumer(self, caplog, energy_consumer):322 assume(len(Counter(map(lambda it: it.phase, energy_consumer.phases))) == len(list(energy_consumer.phases)))323 self._validate_schema(SchemaNetworks().network_services_of(EnergyConsumer, energy_consumer), caplog)324 @log_on_failure_decorator325 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])326 @given(energy_consumer_phase=create_energy_consumer_phase(False))327 def test_schema_energy_consumer_phase(self, caplog, energy_consumer_phase):328 self._validate_schema(SchemaNetworks().network_services_of(EnergyConsumerPhase, energy_consumer_phase), caplog)329 @log_on_failure_decorator330 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])331 @given(energy_source=create_energy_source(False))332 def test_schema_energy_source(self, caplog, energy_source):333 assume(len(Counter(map(lambda it: it.phase, energy_source.phases))) == len(list(energy_source.phases)))334 self._validate_schema(SchemaNetworks().network_services_of(EnergySource, energy_source), caplog)335 @log_on_failure_decorator336 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])337 @given(energy_source_phase=create_energy_source_phase(False))338 def test_schema_energy_source_phase(self, caplog, energy_source_phase):339 self._validate_schema(SchemaNetworks().network_services_of(EnergySourcePhase, energy_source_phase), caplog)340 @log_on_failure_decorator341 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])342 @given(fuse=create_fuse(False))343 def test_schema_fuse(self, caplog, fuse):344 self._validate_schema(SchemaNetworks().network_services_of(Fuse, fuse), caplog)345 @log_on_failure_decorator346 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])347 @given(jumper=create_jumper(False))348 def test_schema_jumper(self, caplog, jumper):349 self._validate_schema(SchemaNetworks().network_services_of(Jumper, jumper), caplog)350 @log_on_failure_decorator351 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])352 @given(junction=create_junction(False))353 def test_schema_junction(self, caplog, junction):354 self._validate_schema(SchemaNetworks().network_services_of(Junction, junction), caplog)355 @log_on_failure_decorator356 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])357 @given(linear_shunt_compensator=create_linear_shunt_compensator(False))358 def test_schema_linear_shunt_compensator(self, caplog, linear_shunt_compensator):359 self._validate_schema(SchemaNetworks().network_services_of(LinearShuntCompensator, linear_shunt_compensator), caplog)360 @log_on_failure_decorator361 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])362 @given(load_break_switch=create_load_break_switch(False))363 def test_schema_load_break_switch(self, caplog, load_break_switch):364 self._validate_schema(SchemaNetworks().network_services_of(LoadBreakSwitch, load_break_switch), caplog)365 @log_on_failure_decorator366 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])367 @given(per_length_sequence_impedance=create_per_length_sequence_impedance(False))368 def test_schema_per_length_sequence_impedance(self, caplog, per_length_sequence_impedance):369 self._validate_schema(SchemaNetworks().network_services_of(PerLengthSequenceImpedance, per_length_sequence_impedance), caplog)370 @log_on_failure_decorator371 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])372 @given(power_transformer=create_power_transformer(False))373 def test_schema_power_transformer(self, caplog, power_transformer):374 self._validate_schema(SchemaNetworks().network_services_of(PowerTransformer, power_transformer), caplog)375 @log_on_failure_decorator376 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])377 @given(power_transformer_end=create_power_transformer_end(False))378 def test_schema_power_transformer_end(self, caplog, power_transformer_end):379 self._validate_schema(SchemaNetworks().network_services_of(PowerTransformerEnd, power_transformer_end), caplog)380 @log_on_failure_decorator381 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])382 @given(ratio_tap_changer=create_ratio_tap_changer(False))383 def test_schema_ratio_tap_changer(self, caplog, ratio_tap_changer):384 self._validate_schema(SchemaNetworks().network_services_of(RatioTapChanger, ratio_tap_changer), caplog)385 @log_on_failure_decorator386 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])387 @given(recloser=create_recloser(False))388 def test_schema_recloser(self, caplog, recloser):389 self._validate_schema(SchemaNetworks().network_services_of(Recloser, recloser), caplog)390 @log_on_failure_decorator391 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])392 @given(transformer_star_impedance=create_transformer_star_impedance(False))393 def test_schema_transformer_star_impedance(self, caplog, transformer_star_impedance):394 self._validate_schema(SchemaNetworks().network_services_of(TransformerStarImpedance, transformer_star_impedance), caplog)395 # ************ IEC61970 InfIEC61970 ************396 @log_on_failure_decorator397 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])398 @given(circuit=create_circuit(False))399 def test_schema_circuit(self, caplog, circuit):400 self._validate_schema(SchemaNetworks().network_services_of(Circuit, circuit), caplog)401 @log_on_failure_decorator402 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])403 @given(loop=create_loop(False))404 def test_schema_loop(self, caplog, loop):405 self._validate_schema(SchemaNetworks().network_services_of(Loop, loop), caplog)406 # noinspection PyShadowingNames407 @log_on_failure_decorator408 @settings(deadline=2000, suppress_health_check=[HealthCheck.function_scoped_fixture, HealthCheck.too_slow])409 @given(lv_feeder=create_lv_feeder(False))410 def test_schema_lv_feeder(self, caplog, lv_feeder):411 self._validate_schema(SchemaNetworks().network_services_of(LvFeeder, lv_feeder), caplog)412 # ************ Services ************413 @log_on_failure_decorator414 def test_metadata_data_source_schema(self, caplog):415 self._validate_schema(SchemaNetworks().create_data_source_test_services(), caplog)416 @log_on_failure_decorator417 def test_name_and_name_type_schema(self, caplog):418 self._validate_schema(SchemaNetworks().create_name_test_services(), caplog)419 @log_on_failure_decorator420 def test_error_on_duplicate_id_added_to_customer_service(self, caplog):421 write_services = Services()422 read_services = Services()423 customer = Customer(mrid="customer1")424 write_services.customer_service.add(customer)425 read_services.customer_service.add(customer)426 self._test_duplicate_mrid_error(write_services, read_services, read_services.customer_service, customer, caplog)427 @log_on_failure_decorator428 def test_error_on_duplicate_id_added_to_diagram_service(self, caplog):429 write_services = Services()430 read_services = Services()431 diagram = Diagram(mrid="diagram1")432 write_services.diagram_service.add(diagram)433 read_services.diagram_service.add(diagram)434 self._test_duplicate_mrid_error(write_services, read_services, read_services.diagram_service, diagram, caplog)435 @log_on_failure_decorator436 def test_error_on_duplicate_id_added_to_network_service(self, caplog):437 write_services = Services()438 read_services = Services()439 junction = Junction(mrid="junction1")440 write_services.network_service.add(junction)441 read_services.network_service.add(junction)442 self._test_duplicate_mrid_error(write_services, read_services, read_services.network_service, junction, caplog)443 @log_on_failure_decorator444 def test_only_loads_street_address_fields_if_required(self, caplog):445 write_services = Services()446 read_services = Services()447 # noinspection PyArgumentList448 location = Location(mrid="loc1", main_address=StreetAddress(town_detail=TownDetail(), street_detail=StreetDetail()))449 write_services.network_service.add(location)450 read_services = Services()451 def validate_read(success):452 assert success453 loc = read_services.network_service.get("loc1", Location)454 assert loc.main_address == StreetAddress()455 self._test_write_read(456 write_services,457 read_services,458 validate_read,459 caplog460 )461 def _test_duplicate_mrid_error(462 self,463 write_services: Services,464 read_services: Services,465 service_with_duplicate: BaseService,466 duplicate: IdentifiedObject,467 caplog468 ):469 expected_error = f"Failed to load {duplicate}. Unable to add to service '{service_with_duplicate.name}': duplicate MRID"470 def validate_read(success):471 assert not success472 assert expected_error in caplog.text473 self._test_write_read(474 write_services,475 read_services,476 validate_read,477 caplog478 )479 def _validate_schema(self, expected: Services, caplog):480 for location in expected.network_service.objects(Location):481 assume_non_blank_street_address_details(location.main_address)482 read_services = Services()483 def validate_read(success):484 assert success485 self._validate_metadata(read_services.metadata_collection, expected.metadata_collection)486 self._validate_service(read_services.network_service, expected.network_service, NetworkServiceComparator())487 self._validate_service(read_services.diagram_service, expected.diagram_service, DiagramServiceComparator())488 self._validate_service(read_services.customer_service, expected.customer_service, CustomerServiceComparator())489 for d_obj in filter(lambda it: it.identified_object_mrid is not None, expected.diagram_service.objects(DiagramObject)):490 assert read_services.diagram_service.get_diagram_objects(d_obj.identified_object_mrid)491 self._test_write_read(492 expected,493 read_services,...
__main__.py
Source:__main__.py
...29 ret = pytoml.load(file)30 except pytoml.TomlError as e:31 raise UserError(f'{file.name}: TOML is malformed: {e}')32 return ret33def _validate_schema(d, schema, fname):34 for name, (typ, defval) in schema.items():35 val = d.get(name, defval)36 if val is None:37 raise UserError(f'{fname}: required parameter {name} not found')38 if not isinstance(val, typ):39 raise UserError(f'{fname}: {name}: type mismatch')40 d.setdefault(name, defval)41_outfilespec_schema = {42 'name': (str, None),43 'outputspecs': (list, None)44}45def get_outfilespec(ofs, fname):46 _validate_schema(ofs, _outfilespec_schema, fname)47 outputspecs = list(map(functools.partial(get_outputspec, fname=fname),48 ofs['outputspecs']))49 return launch.OutFileSpec(ofs['name'], outputspecs)50_outputspec_schema = {51 'vartypes': (dict, None),52 'regex': (str, None),53}54def get_outputspec(spec, fname):55 _validate_schema(spec, _outputspec_schema, fname)56 _validate_param_types(spec['vartypes'], fname)57 return launch.OutputSpec(spec['vartypes'], spec['regex'])58def _validate_param_types(params, fname):59 if not isinstance(params, dict):60 raise UserError(f'{fname}: params must be a dictionary')61 for k, v in params.items():62 if not re.match(ParamSpecParser.ident_regex, k):63 raise UserError(64 f'{fname}: parameter {k} is not a valid identifier')65 if v not in launch.types:66 raise UserError(67 f'{fname}: parameter {k}: {v} is not one of int, float, str')68_machine_spec_schema = {69 'host': (str, None),70 'username': (str, None),71 'port': (int, 22)72}73def load_machine_spec(file):74 d = _toml_from_file(file)75 _validate_schema(d, _machine_spec_schema, file.name)76 return launch.MachineSpec(**d)77_launch_profile_schema = {78 'machine': (str, None),79 'start_cmd': (str, None),80 'poll_cmd': (str, None),81 'cancel_cmd': (str, None),82 'base_dir': (str, None),83 'params': (dict, {}),84 'param_order': (list, []),85 'out_file_specs': (list, [])86}87def load_launch_profile(file):88 d = _toml_from_file(file)89 _validate_schema(d, _launch_profile_schema, file.name)90 if not all(x in d['params'].keys() for x in d['param_order']):91 raise UserError(f'{file.name}: unknown parameters in param_order')92 with _open_file(d['machine'], file.name) as f:93 d['machine'] = load_machine_spec(f)94 d['out_file_specs'] = list(map(functools.partial(95 get_outfilespec, fname=file.name), d['out_file_specs']))96 return launch.LaunchProfile(**d)97_infilespec_schema = {98 'name': (str, None),99 'template': (str, None)100}101def get_infilespec(d, fname):102 _validate_schema(d, _infilespec_schema, fname)103 with _open_file(d['template'], fname) as f:104 template = f.read()105 return launch.InFileSpec(d['name'], template)106_prog_spec_schema = {107 'params': (dict, None),108 'args': (list, None),109 'stdout': (list, []),110 'out_file_specs': (list, []),111 'in_file_specs': (list, [])112}113def load_prog_spec(file):114 d = _toml_from_file(file)115 _validate_schema(d, _prog_spec_schema, file.name)116 _validate_param_types(d['params'], file.name)117 if not all(isinstance(x, str) for x in d['args']):118 raise UserError(f'{file.name}: args: type mismatch')119 d['stdout'] = list(map(functools.partial(get_outputspec, fname=file.name), d['stdout']))120 d['out_file_specs'] = list(map(functools.partial(121 get_outfilespec, fname=file.name), d['out_file_specs']))122 d['in_file_specs'] = list(map(functools.partial(123 get_infilespec, fname=file.name), d['in_file_specs']))124 return launch.ProgSpec(**d)125def write_launch_specs(file, launch_profile_file, prog_spec_file, executable, launch_specs):126 all_specs = list(map(attr.asdict, launch_specs))127 pytoml.dump({'launch_profile': launch_profile_file,128 'prog_spec': prog_spec_file,129 'executable': executable,130 'specs': list(all_specs)}, file)131_infile_creation_spec_schema = {132 'name': (str, None),133 'contents': (str, None)134}135def get_infile_creation_spec(spec, fname):136 _validate_schema(spec, _infile_creation_spec_schema, fname)137 return launch.InFileCreationSpec(**spec)138_launch_spec_schema = {139 'args': (list, None),140 'params': (dict, None),141 'infiles': (list, None)142}143_launch_spec_file_schema = {144 'launch_profile': (str, None),145 'prog_spec': (str, None),146 'executable': (str, None),147 'specs': (list, None)148}149def load_launch_specs(file):150 obj = _toml_from_file(file)151 _validate_schema(obj, _launch_spec_file_schema, file.name)152 with _open_file(obj['launch_profile'], file.name) as f:153 launch_profile = load_launch_profile(f)154 with _open_file(obj['prog_spec'], file.name) as f:155 prog_spec = load_prog_spec(f)156 spec_list = []157 for d in obj['specs']:158 _validate_schema(d, _launch_spec_schema, file.name)159 ifcs = list(map(functools.partial(get_infile_creation_spec, fname=file.name), d['infiles']))160 spec_list.append(launch.LaunchSpec(d['args'], d['params'], ifcs))161 return launch_profile, prog_spec, obj['executable'], spec_list162def write_results(file, results):163 ret = []164 for index, res in results.items():165 ret.append({166 'index': index,167 'jobid': str(res.jobid),168 'state': {'status': res.state.status.name, 'exit_code': res.state.exit_code},169 'cwd': res.cwd170 })171 pytoml.dump({'result': ret}, file)172_jobstate_schema = {173 'status': (str, None),174 'exit_code': (int, None)175}176def get_job_state(obj, fname):177 _validate_schema(obj, _jobstate_schema, fname)178 status = jobs.JobStateType[obj['status']]179 return jobs.JobState(status, obj['exit_code'])180_result_schema = {181 'index': (int, None),182 'jobid': (str, None),183 'state': (dict, None),184 'cwd': (str, None)185}186def load_results(file):187 obj = _toml_from_file(file)188 if not isinstance(obj, dict):189 raise UserError('invalid result spec')190 try:191 dlist = obj['result']192 except KeyError:193 raise UserError('invalid result spec')194 results = {}195 for d in dlist:196 _validate_schema(d, _result_schema, file.name)197 results[d['index']] = launch.Result(198 d['jobid'],199 get_job_state(d['state'], file.name),200 d['cwd'])201 return results202def genparams(args):203 site_spec = load_launch_profile(args.launch_profile)204 prog_spec = load_prog_spec(args.prog_spec)205 try:206 params = gen_params(args.param_spec.read())207 except ParamSpecError as e:208 raise UserError(str(e))209 params = list(params)210 print(f'Number of runs: {len(params)}', file=sys.stderr)...
__init__.py
Source:__init__.py
...21 TX_SCHEMA_VERSION)22_, TX_SCHEMA_TRANSFER = _load_schema('transaction_transfer_' +23 TX_SCHEMA_VERSION)24VOTE_SCHEMA_PATH, VOTE_SCHEMA = _load_schema('vote')25def _validate_schema(schema, body):26 """Validate data against a schema"""27 # Note28 #29 # Schema validation is currently the major CPU bottleneck of30 # BigchainDB. the `jsonschema` library validates python data structures31 # directly and produces nice error messages, but validation takes 4+ ms32 # per transaction which is pretty slow. The rapidjson library validates33 # much faster at 1.5ms, however it produces _very_ poor error messages.34 # For this reason we use both, rapidjson as an optimistic pathway and35 # jsonschema as a fallback in case there is a failure, so we can produce36 # a helpful error message.37 try:38 schema[1].validate(rapidjson.dumps(body))39 except ValueError as exc:40 try:41 jsonschema.validate(body, schema[0])42 except jsonschema.ValidationError as exc2:43 raise SchemaValidationError(str(exc2)) from exc244 logger.warning('code problem: jsonschema did not raise an exception, wheras rapidjson raised %s', exc)45 raise SchemaValidationError(str(exc)) from exc46def validate_transaction_schema(tx):47 """Validate a transaction dict.48 TX_SCHEMA_COMMON contains properties that are common to all types of49 transaction. TX_SCHEMA_[TRANSFER|CREATE] add additional constraints on top.50 """51 _validate_schema(TX_SCHEMA_COMMON, tx)52 if tx['operation'] == 'TRANSFER':53 _validate_schema(TX_SCHEMA_TRANSFER, tx)54 else:55 _validate_schema(TX_SCHEMA_CREATE, tx)56def validate_vote_schema(vote):57 """Validate a vote dict"""...
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