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add multi client examples #147

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3 changes: 3 additions & 0 deletions py/examples/multi_client_geoimage/README.md
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# Amiga Brain Multi Client Subscriber Example

URL: https://amiga.farm-ng.com/docs/examples/multi_client_geoimage/
33 changes: 33 additions & 0 deletions py/examples/multi_client_geoimage/config.json
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{
"configs": [
{
"name": "gps",
"port": 3001,
"host": "localhost"
},
{
"name": "oak0",
"port": 50010,
"host": "localhost"
},
{
"name": "multi_subscriber",
"subscriptions": [
{
"uri": {
"path": "/rgb",
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"query": "service_name=oak0"
},
"every_n": 1
},
{
"uri": {
"path": "/pvt",
"query": "service_name=gps"
},
"every_n": 1
}
]
}
]
}
114 changes: 114 additions & 0 deletions py/examples/multi_client_geoimage/main.py
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"""Example of subscribing to events from multiple clients."""
# Copyright (c) farm-ng, inc.
#
# Licensed under the Amiga Development Kit License (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://github.com/farm-ng/amiga-dev-kit/blob/main/LICENSE
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import argparse
import asyncio
from pathlib import Path

from farm_ng.core.event_client import EventClient
from farm_ng.core.event_service_pb2 import EventServiceConfig
from farm_ng.core.event_service_pb2 import EventServiceConfigList
from farm_ng.core.event_service_pb2 import SubscribeRequest
from farm_ng.core.events_file_reader import proto_from_json_file
from farm_ng.core.stamp import get_stamp_by_semantics_and_clock_type
from farm_ng.gps import gps_pb2
from farm_ng.oak import oak_pb2


class GeoTaggedImageSubscriber:
"""Example of subscribing to events from multiple clients."""

def __init__(self, service_config: EventServiceConfigList) -> None:
"""Initialize the multi-client subscriber.

Args:
service_config: The service config.
"""
self.service_config = service_config
self.clients: dict[str, EventClient] = {}

# populate the clients
config: EventServiceConfig
for config in self.service_config.configs:
if not config.port:
self.subscriptions = config.subscriptions
continue
self.clients[config.name] = EventClient(config)

# create a queue to store the images since they come in faster than we can process them
self.image_queue: asyncio.Queue = asyncio.Queue()

async def _subscribe(self, subscription: SubscribeRequest) -> None:
# the client name is the last part of the query
client_name: str = subscription.uri.query.split("=")[-1]
client: EventClient = self.clients[client_name]
# subscribe to the event
async for event, message in client.subscribe(subscription, decode=True):
print(f"Received event from {client_name}{event.uri.path}")
if isinstance(message, oak_pb2.OakFrame):
await self.image_queue.put((event, message))
elif isinstance(message, gps_pb2.GpsFrame):
stamp_gps = get_stamp_by_semantics_and_clock_type(
event, semantics="service/send", clock_type="monotonic"
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)
if stamp_gps is None:
continue

geo_image = None

while self.image_queue.qsize() > 0:
event_image, image = await self.image_queue.get()
stamp_image = get_stamp_by_semantics_and_clock_type(
event_image, semantics="service/send", clock_type="monotonic"
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)
if stamp_image is None:
continue
stamp_diff = abs(stamp_gps - stamp_image)

# NOTE: define this threshold depending on the precision of your application
if stamp_diff > 0.05:
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print(f"Skipping image because stamp_diff is too large: {stamp_diff}")
continue
else:
print(f"Synced image and gps data with stamp_diff: {stamp_diff}")
geo_image = ((event_image, image), (event, message))
break

if geo_image is None:
print("Could not sync image and gps data")
continue

async def run(self) -> None:
# start the subscribe routines
tasks: list[asyncio.Task] = []
for subscription in self.subscriptions:
tasks.append(asyncio.create_task(self._subscribe(subscription)))
# wait for the subscribe routines to finish
await asyncio.gather(*tasks)


if __name__ == "__main__":
parser = argparse.ArgumentParser(
prog="amiga-multi-client-subscriber", description="Example of subscribing to events."
)
parser.add_argument("--config", type=Path, required=True, help="The system config.")
args = parser.parse_args()

# create a client to the camera service
service_config: EventServiceConfigList = proto_from_json_file(args.config, EventServiceConfigList())

# create the multi-client subscriber
subscriber = GeoTaggedImageSubscriber(service_config)

asyncio.run(subscriber.run())
1 change: 1 addition & 0 deletions py/examples/multi_client_geoimage/requirements.txt
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@@ -0,0 +1 @@
farm-ng-amiga
3 changes: 3 additions & 0 deletions py/examples/multi_client_subscriber/README.md
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# Amiga Brain Multi Client Subscriber Example

URL: https://amiga.farm-ng.com/docs/examples/multi_client_subscriber/
33 changes: 33 additions & 0 deletions py/examples/multi_client_subscriber/config.json
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{
"configs": [
{
"name": "canbus",
"port": 6001,
"host": "localhost"
},
{
"name": "filter",
"port": 20001,
"host": "localhost"
},
{
"name": "multi_subscriber",
"subscriptions": [
{
"uri": {
"path": "*",
"query": "service_name=canbus"
},
"every_n": 1
},
{
"uri": {
"path": "*",
"query": "service_name=filter"
},
"every_n": 1
}
]
}
]
}
79 changes: 79 additions & 0 deletions py/examples/multi_client_subscriber/main.py
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"""Example of subscribing to events from multiple clients."""
# Copyright (c) farm-ng, inc.
#
# Licensed under the Amiga Development Kit License (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://github.com/farm-ng/amiga-dev-kit/blob/main/LICENSE
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import argparse
import asyncio
from pathlib import Path

from farm_ng.core.event_client import EventClient
from farm_ng.core.event_service_pb2 import EventServiceConfig
from farm_ng.core.event_service_pb2 import EventServiceConfigList
from farm_ng.core.event_service_pb2 import SubscribeRequest
from farm_ng.core.events_file_reader import proto_from_json_file


class MultiClientSubscriber:
"""Example of subscribing to events from multiple clients."""

def __init__(self, service_config: EventServiceConfigList) -> None:
"""Initialize the multi-client subscriber.

Args:
service_config: The service config.
"""
self.service_config = service_config
self.clients: dict[str, EventClient] = {}

# populate the clients
config: EventServiceConfig
for config in self.service_config.configs:
if not config.port:
self.subscriptions = config.subscriptions
continue
self.clients[config.name] = EventClient(config)

async def _subscribe(self, subscription: SubscribeRequest) -> None:
# the client name is the last part of the query
client_name: str = subscription.uri.query.split("=")[-1]
client: EventClient = self.clients[client_name]
# subscribe to the event
# NOTE: set decode to True to decode the message
async for event, message in client.subscribe(subscription, decode=False):
# decode the message type
message_type = event.uri.query.split("&")[0].split("=")[-1]
print(f"Received event from {client_name}{event.uri.path}: {message_type}")

async def run(self) -> None:
# start the subscribe routines
tasks: list[asyncio.Task] = []
for subscription in self.subscriptions:
tasks.append(asyncio.create_task(self._subscribe(subscription)))
# wait for the subscribe routines to finish
await asyncio.gather(*tasks)


if __name__ == "__main__":
parser = argparse.ArgumentParser(
prog="amiga-multi-client-subscriber", description="Example of subscribing to events."
)
parser.add_argument("--config", type=Path, required=True, help="The system config.")
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args = parser.parse_args()

# create a client to the camera service
service_config: EventServiceConfigList = proto_from_json_file(args.config, EventServiceConfigList())

# create the multi-client subscriber
subscriber = MultiClientSubscriber(service_config)

asyncio.run(subscriber.run())
1 change: 1 addition & 0 deletions py/examples/multi_client_subscriber/requirements.txt
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farm-ng-amiga
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