|
3 | 3 |
|
4 | 4 | """Tests for the DataSourcingActor.""" |
5 | 5 |
|
| 6 | +import asyncio |
| 7 | +from collections.abc import AsyncIterator, Callable |
| 8 | +from datetime import datetime, timezone |
| 9 | +from typing import TypeVar |
| 10 | +from unittest import mock |
| 11 | + |
| 12 | +import pytest |
| 13 | +import pytest_mock |
6 | 14 | from frequenz.channels import Broadcast |
7 | | -from frequenz.client.microgrid import ComponentCategory, ComponentMetricId |
| 15 | +from frequenz.client.microgrid import ( |
| 16 | + BatteryComponentState, |
| 17 | + BatteryData, |
| 18 | + BatteryRelayState, |
| 19 | + Component, |
| 20 | + ComponentCategory, |
| 21 | + ComponentData, |
| 22 | + ComponentMetricId, |
| 23 | + EVChargerCableState, |
| 24 | + EVChargerComponentState, |
| 25 | + EVChargerData, |
| 26 | + InverterComponentState, |
| 27 | + InverterData, |
| 28 | + MeterData, |
| 29 | +) |
8 | 30 |
|
9 | 31 | from frequenz.sdk.actor import ( |
10 | 32 | ChannelRegistry, |
11 | 33 | ComponentMetricRequest, |
12 | 34 | DataSourcingActor, |
13 | 35 | ) |
14 | | -from frequenz.sdk.microgrid import connection_manager |
15 | 36 | from frequenz.sdk.timeseries import Quantity, Sample |
16 | | -from tests.microgrid import mock_api |
17 | | - |
18 | | -# pylint: disable=no-member |
19 | 37 |
|
| 38 | +T = TypeVar("T", bound=ComponentData) |
20 | 39 |
|
21 | | -async def test_data_sourcing_actor() -> None: |
22 | | - """Tests for the DataSourcingActor.""" |
23 | | - servicer = mock_api.MockMicrogridServicer() |
24 | | - server = mock_api.MockGrpcServer(servicer, port=57899) |
25 | | - await server.start() |
26 | | - |
27 | | - servicer.add_component(1, ComponentCategory.GRID) |
28 | | - servicer.add_component(4, ComponentCategory.METER) |
29 | | - servicer.add_component(7, ComponentCategory.METER) |
30 | | - servicer.add_component(8, ComponentCategory.INVERTER) |
31 | | - servicer.add_component(9, ComponentCategory.BATTERY) |
32 | 40 |
|
33 | | - servicer.add_connection(1, 4) |
34 | | - servicer.add_connection(1, 7) |
35 | | - servicer.add_connection(7, 8) |
36 | | - servicer.add_connection(8, 9) |
| 41 | +@pytest.fixture |
| 42 | +def mock_connection_manager(mocker: pytest_mock.MockFixture) -> mock.Mock: |
| 43 | + """Fixture for getting a mock connection manager.""" |
| 44 | + mock_client = mock.MagicMock(name="connection_manager.get().api_client") |
| 45 | + mock_client.components = mock.AsyncMock( |
| 46 | + name="components()", |
| 47 | + return_value=[ |
| 48 | + Component(component_id=4, category=ComponentCategory.METER), |
| 49 | + Component(component_id=6, category=ComponentCategory.INVERTER), |
| 50 | + Component(component_id=9, category=ComponentCategory.BATTERY), |
| 51 | + Component(component_id=12, category=ComponentCategory.EV_CHARGER), |
| 52 | + ], |
| 53 | + ) |
| 54 | + mock_client.meter_data = _new_meter_data_mock(4, starting_value=100.0) |
| 55 | + mock_client.inverter_data = _new_inverter_data_mock(6, starting_value=0.0) |
| 56 | + mock_client.battery_data = _new_battery_data_mock(9, starting_value=9.0) |
| 57 | + mock_client.ev_charger_data = _new_ev_charger_data_mock(12, starting_value=-13.0) |
| 58 | + mock_conn_manager = mock.MagicMock(name="connection_manager") |
| 59 | + mocker.patch( |
| 60 | + "frequenz.sdk.actor._data_sourcing.microgrid_api_source.connection_manager.get", |
| 61 | + return_value=mock_conn_manager, |
| 62 | + ) |
| 63 | + mock_conn_manager.api_client = mock_client |
| 64 | + return mock_conn_manager |
37 | 65 |
|
38 | | - await connection_manager.initialize("grpc://[::1]:57899") |
39 | 66 |
|
| 67 | +async def test_data_sourcing_actor( # pylint: disable=too-many-locals |
| 68 | + mock_connection_manager: mock.Mock, # pylint: disable=redefined-outer-name,unused-argument |
| 69 | +) -> None: |
| 70 | + """Tests for the DataSourcingActor.""" |
40 | 71 | req_chan = Broadcast[ComponentMetricRequest](name="data_sourcing_requests") |
41 | 72 | req_sender = req_chan.new_sender() |
42 | 73 |
|
43 | 74 | registry = ChannelRegistry(name="test-registry") |
44 | 75 |
|
45 | 76 | async with DataSourcingActor(req_chan.new_receiver(), registry): |
46 | | - active_power_request = ComponentMetricRequest( |
| 77 | + active_power_request_4 = ComponentMetricRequest( |
47 | 78 | "test-namespace", 4, ComponentMetricId.ACTIVE_POWER, None |
48 | 79 | ) |
49 | | - active_power_recv = registry.get_or_create( |
50 | | - Sample[Quantity], active_power_request.get_channel_name() |
| 80 | + active_power_recv_4 = registry.get_or_create( |
| 81 | + Sample[Quantity], active_power_request_4.get_channel_name() |
51 | 82 | ).new_receiver() |
52 | | - await req_sender.send(active_power_request) |
| 83 | + await req_sender.send(active_power_request_4) |
53 | 84 |
|
54 | | - reactive_power_request = ComponentMetricRequest( |
| 85 | + reactive_power_request_4 = ComponentMetricRequest( |
55 | 86 | "test-namespace", 4, ComponentMetricId.REACTIVE_POWER, None |
56 | 87 | ) |
57 | | - _ = registry.get_or_create( |
58 | | - Sample[Quantity], reactive_power_request.get_channel_name() |
| 88 | + reactive_power_recv_4 = registry.get_or_create( |
| 89 | + Sample[Quantity], reactive_power_request_4.get_channel_name() |
59 | 90 | ).new_receiver() |
60 | | - await req_sender.send(reactive_power_request) |
| 91 | + await req_sender.send(reactive_power_request_4) |
61 | 92 |
|
62 | | - soc_request = ComponentMetricRequest( |
| 93 | + active_power_request_6 = ComponentMetricRequest( |
| 94 | + "test-namespace", 6, ComponentMetricId.ACTIVE_POWER, None |
| 95 | + ) |
| 96 | + active_power_recv_6 = registry.get_or_create( |
| 97 | + Sample[Quantity], active_power_request_6.get_channel_name() |
| 98 | + ).new_receiver() |
| 99 | + await req_sender.send(active_power_request_6) |
| 100 | + |
| 101 | + soc_request_9 = ComponentMetricRequest( |
63 | 102 | "test-namespace", 9, ComponentMetricId.SOC, None |
64 | 103 | ) |
65 | | - soc_recv = registry.get_or_create( |
66 | | - Sample[Quantity], soc_request.get_channel_name() |
| 104 | + soc_recv_9 = registry.get_or_create( |
| 105 | + Sample[Quantity], soc_request_9.get_channel_name() |
67 | 106 | ).new_receiver() |
68 | | - await req_sender.send(soc_request) |
| 107 | + await req_sender.send(soc_request_9) |
69 | 108 |
|
70 | | - soc2_request = ComponentMetricRequest( |
| 109 | + soc2_request_9 = ComponentMetricRequest( |
71 | 110 | "test-namespace", 9, ComponentMetricId.SOC, None |
72 | 111 | ) |
73 | | - soc2_recv = registry.get_or_create( |
74 | | - Sample[Quantity], soc2_request.get_channel_name() |
| 112 | + soc2_recv_9 = registry.get_or_create( |
| 113 | + Sample[Quantity], soc2_request_9.get_channel_name() |
75 | 114 | ).new_receiver() |
76 | | - await req_sender.send(soc2_request) |
| 115 | + await req_sender.send(soc2_request_9) |
77 | 116 |
|
78 | | - for _ in range(3): |
79 | | - sample = await soc_recv.receive() |
| 117 | + active_power_request_12 = ComponentMetricRequest( |
| 118 | + "test-namespace", 12, ComponentMetricId.ACTIVE_POWER, None |
| 119 | + ) |
| 120 | + active_power_recv_12 = registry.get_or_create( |
| 121 | + Sample[Quantity], active_power_request_12.get_channel_name() |
| 122 | + ).new_receiver() |
| 123 | + await req_sender.send(active_power_request_12) |
| 124 | + |
| 125 | + for i in range(3): |
| 126 | + sample = await active_power_recv_4.receive() |
80 | 127 | assert sample.value is not None |
81 | | - assert 9.0 == sample.value.base_value |
| 128 | + assert 100.0 + i == sample.value.base_value |
82 | 129 |
|
83 | | - sample = await soc2_recv.receive() |
| 130 | + sample = await reactive_power_recv_4.receive() |
84 | 131 | assert sample.value is not None |
85 | | - assert 9.0 == sample.value.base_value |
| 132 | + assert 100.0 + i == sample.value.base_value |
86 | 133 |
|
87 | | - sample = await active_power_recv.receive() |
| 134 | + sample = await active_power_recv_6.receive() |
88 | 135 | assert sample.value is not None |
89 | | - assert 100.0 == sample.value.base_value |
| 136 | + assert 0.0 + i == sample.value.base_value |
90 | 137 |
|
91 | | - assert await server.graceful_shutdown() |
92 | | - connection_manager._CONNECTION_MANAGER = ( # pylint: disable=protected-access |
93 | | - None |
94 | | - ) |
| 138 | + sample = await soc_recv_9.receive() |
| 139 | + assert sample.value is not None |
| 140 | + assert 9.0 + i == sample.value.base_value |
| 141 | + |
| 142 | + sample = await soc2_recv_9.receive() |
| 143 | + assert sample.value is not None |
| 144 | + assert 9.0 + i == sample.value.base_value |
| 145 | + |
| 146 | + sample = await active_power_recv_12.receive() |
| 147 | + assert sample.value is not None |
| 148 | + assert -13.0 + i == sample.value.base_value |
| 149 | + |
| 150 | + |
| 151 | +def _new_meter_data(component_id: int, timestamp: datetime, value: float) -> MeterData: |
| 152 | + return MeterData( |
| 153 | + component_id=component_id, |
| 154 | + timestamp=timestamp, |
| 155 | + active_power=value, |
| 156 | + active_power_per_phase=(value, value, value), |
| 157 | + current_per_phase=(value, value, value), |
| 158 | + frequency=value, |
| 159 | + reactive_power=value, |
| 160 | + reactive_power_per_phase=(value, value, value), |
| 161 | + voltage_per_phase=(value, value, value), |
| 162 | + ) |
| 163 | + |
| 164 | + |
| 165 | +def _new_inverter_data( |
| 166 | + component_id: int, timestamp: datetime, value: float |
| 167 | +) -> InverterData: |
| 168 | + return InverterData( |
| 169 | + component_id=component_id, |
| 170 | + timestamp=timestamp, |
| 171 | + active_power=value, |
| 172 | + reactive_power=value, |
| 173 | + frequency=value, |
| 174 | + reactive_power_per_phase=(value, value, value), |
| 175 | + active_power_per_phase=(value, value, value), |
| 176 | + current_per_phase=(value, value, value), |
| 177 | + voltage_per_phase=(value, value, value), |
| 178 | + active_power_exclusion_lower_bound=value, |
| 179 | + active_power_exclusion_upper_bound=value, |
| 180 | + active_power_inclusion_lower_bound=value, |
| 181 | + active_power_inclusion_upper_bound=value, |
| 182 | + component_state=InverterComponentState.UNSPECIFIED, |
| 183 | + errors=[], |
| 184 | + ) |
| 185 | + |
| 186 | + |
| 187 | +def _new_battery_data( |
| 188 | + component_id: int, timestamp: datetime, value: float |
| 189 | +) -> BatteryData: |
| 190 | + return BatteryData( |
| 191 | + component_id=component_id, |
| 192 | + timestamp=timestamp, |
| 193 | + soc=value, |
| 194 | + temperature=value, |
| 195 | + component_state=BatteryComponentState.UNSPECIFIED, |
| 196 | + errors=[], |
| 197 | + soc_lower_bound=value, |
| 198 | + soc_upper_bound=value, |
| 199 | + capacity=value, |
| 200 | + power_exclusion_lower_bound=value, |
| 201 | + power_exclusion_upper_bound=value, |
| 202 | + power_inclusion_lower_bound=value, |
| 203 | + power_inclusion_upper_bound=value, |
| 204 | + relay_state=BatteryRelayState.UNSPECIFIED, |
| 205 | + ) |
| 206 | + |
| 207 | + |
| 208 | +def _new_ev_charger_data( |
| 209 | + component_id: int, timestamp: datetime, value: float |
| 210 | +) -> EVChargerData: |
| 211 | + return EVChargerData( |
| 212 | + component_id=component_id, |
| 213 | + timestamp=timestamp, |
| 214 | + active_power=value, |
| 215 | + active_power_per_phase=(value, value, value), |
| 216 | + current_per_phase=(value, value, value), |
| 217 | + frequency=value, |
| 218 | + reactive_power=value, |
| 219 | + reactive_power_per_phase=(value, value, value), |
| 220 | + voltage_per_phase=(value, value, value), |
| 221 | + active_power_exclusion_lower_bound=value, |
| 222 | + active_power_exclusion_upper_bound=value, |
| 223 | + active_power_inclusion_lower_bound=value, |
| 224 | + active_power_inclusion_upper_bound=value, |
| 225 | + cable_state=EVChargerCableState.UNSPECIFIED, |
| 226 | + component_state=EVChargerComponentState.UNSPECIFIED, |
| 227 | + ) |
| 228 | + |
| 229 | + |
| 230 | +def _new_streamer_mock( |
| 231 | + name: str, |
| 232 | + constructor: Callable[[int, datetime, float], T], |
| 233 | + component_id: int, |
| 234 | + starting_value: float, |
| 235 | +) -> mock.AsyncMock: |
| 236 | + """Get a mock streamer.""" |
| 237 | + |
| 238 | + async def generate_data(starting_value: float) -> AsyncIterator[T]: |
| 239 | + value = starting_value |
| 240 | + while True: |
| 241 | + yield constructor(component_id, datetime.now(timezone.utc), value) |
| 242 | + await asyncio.sleep(0) # Let other tasks run |
| 243 | + value += 1.0 |
| 244 | + |
| 245 | + return mock.AsyncMock(name=name, return_value=generate_data(starting_value)) |
| 246 | + |
| 247 | + |
| 248 | +def _new_meter_data_mock(component_id: int, starting_value: float) -> mock.AsyncMock: |
| 249 | + """Get a mock streamer for meter data.""" |
| 250 | + return _new_streamer_mock( |
| 251 | + f"meter_data_mock(id={component_id}, starting_value={starting_value})", |
| 252 | + _new_meter_data, |
| 253 | + component_id, |
| 254 | + starting_value, |
| 255 | + ) |
| 256 | + |
| 257 | + |
| 258 | +def _new_inverter_data_mock(component_id: int, starting_value: float) -> mock.AsyncMock: |
| 259 | + """Get a mock streamer for inverter data.""" |
| 260 | + return _new_streamer_mock( |
| 261 | + f"inverter_data_mock(id={component_id}, starting_value={starting_value})", |
| 262 | + _new_inverter_data, |
| 263 | + component_id, |
| 264 | + starting_value, |
| 265 | + ) |
| 266 | + |
| 267 | + |
| 268 | +def _new_battery_data_mock(component_id: int, starting_value: float) -> mock.AsyncMock: |
| 269 | + """Get a mock streamer for battery data.""" |
| 270 | + return _new_streamer_mock( |
| 271 | + f"battery_data_mock(id={component_id}, starting_value={starting_value})", |
| 272 | + _new_battery_data, |
| 273 | + component_id, |
| 274 | + starting_value, |
| 275 | + ) |
| 276 | + |
| 277 | + |
| 278 | +def _new_ev_charger_data_mock( |
| 279 | + component_id: int, starting_value: float |
| 280 | +) -> mock.AsyncMock: |
| 281 | + """Get a mock streamer for EV charger data.""" |
| 282 | + return _new_streamer_mock( |
| 283 | + f"ev_charger_data_mock(id={component_id}, starting_value={starting_value})", |
| 284 | + _new_ev_charger_data, |
| 285 | + component_id, |
| 286 | + starting_value, |
| 287 | + ) |
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