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EBNT-420 Something like this? #127

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13 changes: 13 additions & 0 deletions examples/cv_kot_example/nvidia_image_test.py
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import ebonite
from ebonite.build.builder.base import use_local_installation
from ebonite.ext.cv_streaming.runner import CvDockerRunner
from ebonite.ext.cv_streaming.server import CvStreamingServer

with use_local_installation():
ebnt = ebonite.client.Ebonite.local(clear=True)
task = ebnt.get_or_create_task('Proj', 'Task')
model = ebnt.create_model(lambda x: x, 'test_input', 'model', task_name='Task')
env = ebnt.get_default_environment()
env.Params.default_runner = CvDockerRunner()
image = ebnt.create_image(model, 'image_name', server=CvStreamingServer, builder_args={'force_overwrite': True})
instance = ebnt.create_instance(image, 'instance', runner_kwargs={'gpus': 1}, run=True)
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6 changes: 6 additions & 0 deletions src/ebonite/ext/cv_streaming/build/app.py
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from ebonite import start_runtime
from ebonite.ext.cv_streaming.server import CvStreamingServer


# STUB APP
start_runtime(CvStreamingServer)
28 changes: 28 additions & 0 deletions src/ebonite/ext/cv_streaming/runner.py
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import subprocess

from ebonite.ext.docker.base import DockerContainer, DockerEnv, DockerImage
from ebonite.ext.docker.runner import DockerRunner


class CvDockerRunner(DockerRunner):

def run(self, instance: DockerContainer, image: DockerImage, env: DockerEnv, rm=True, detach=True, **kwargs):
if not (isinstance(instance, DockerContainer) and isinstance(image, DockerImage) and
isinstance(env, DockerEnv)):
raise TypeError('DockerRunner works with DockerContainer, DockerImage and DockerHost only')

gpus = kwargs.get('gpus')
if gpus is None:
gpus = 'all '

ports = ''
for exp, pub in instance.port_mapping.items():
ports += f'-p {exp}:{pub} '

if rm:
rm = '--rm '
else:
rm = ''

command = f"docker run --gpus {gpus} {rm} {ports} --name {instance.name} -d {image.uri}"
subprocess.run(command.split())
19 changes: 19 additions & 0 deletions src/ebonite/ext/cv_streaming/server.py
Original file line number Diff line number Diff line change
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from ebonite.runtime.interface.base import Interface
from ebonite.runtime.server.base import Server
from ebonite.utils.fs import current_module_path


class CvStreamingServer(Server):

additional_sources = [
current_module_path('build', 'app.py') # replace stub in base image
]

additional_options = {'docker': {
'templates_dir': current_module_path('build'),
'run_cmd': False, # base image has already specified command
'base_image': 'nvcr.io/nvidia/tensorrt:20.07.1-py3'
}}

def run(self, executor: Interface):
pass
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