Python HamsConnection.deploy_DAG Beispiele

Beispiel #1

    print("Stopping Hams...")
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.stop_all()
    sys.exit(0)


if __name__ == '__main__':
    signal.signal(signal.SIGINT, signal_handler)
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.start_hams()

    f = open("../applications/simpledag/dag_description", "r")
    dag_description = f.read()
    f.close()

    hams_conn.deploy_DAG("simpledag", "test", dag_description)

    #time.sleep(2)

    # For batch inputs set this number > 1
    # batch_size = 1

    # try:
    #     while True:
    #         if batch_size > 1:
    #             predict(
    #                 hams_conn.get_query_addr(),
    #                 [list(np.random.random(200)) for i in range(batch_size)],
    #                 batch=True)
    #         else:
    #             predict(hams_conn.get_query_addr(), np.random.random(200))

Beispiel #2

import numpy as np
import signal
import sys





# Stop Hams on Ctrl-C
def signal_handler(signal, frame):
    print("Stopping Hams...")
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.stop_all()
    sys.exit(0)


if __name__ == '__main__':
    signal.signal(signal.SIGINT, signal_handler)
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.start_hams()


    f = open("../applications/translation/dag_formatted_echo","r")
    dag_description = f.read()
    f.close()
    

    hams_conn.deploy_DAG("stock", "test", dag_description)

Beispiel #3

Datei: sentiment.py Projekt: hku-systems/hams

from __future__ import print_function
from hams_admin import HamsConnection, DockerContainerManager
from hams_admin.deployers import python as python_deployer
import json
import requests
from datetime import datetime
import time
import numpy as np
import signal
import sys


# Stop Hams on Ctrl-C
def signal_handler(signal, frame):
    print("Stopping Hams...")
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.stop_all()
    sys.exit(0)


if __name__ == '__main__':
    signal.signal(signal.SIGINT, signal_handler)
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.start_hams()

    f = open("../applications/translation/dag_formatted", "r")
    dag_description = f.read()
    f.close()

    hams_conn.deploy_DAG("translation", "test", dag_description)

Beispiel #4

Datei: fatigue.py Projekt: hku-systems/hams

import requests
from datetime import datetime
import time
import numpy as np
import signal
import sys


# Stop Hams on Ctrl-C
def signal_handler(signal, frame):
    print("Stopping Hams...")
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.stop_all()
    sys.exit(0)


if __name__ == '__main__':
    signal.signal(signal.SIGINT, signal_handler)
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.start_hams()


    f = open("../applications/Fatigue/dag_formatted_Fatigue","r")
    dag_description = f.read()
    f.close()
    

    hams_conn.deploy_DAG("Fatigue", "test", dag_description,runtime="nvidia")

Beispiel #5

Datei: echo_auto_pilot.py Projekt: hku-systems/hams

import json
import requests
from datetime import datetime
import time
import numpy as np
import signal
import sys


# Stop Hams on Ctrl-C
def signal_handler(signal, frame):
    print("Stopping Hams...")
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.stop_all()
    sys.exit(0)


if __name__ == '__main__':
    signal.signal(signal.SIGINT, signal_handler)
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.start_hams()

    f = open("../applications/auto_pilot/dag_formatted_echo", "r")
    dag_description = f.read()
    f.close()

    hams_conn.deploy_DAG("auto_pilot",
                         "test",
                         dag_description,
                         runtime="nvidia")

Beispiel #6

import numpy as np
import signal
import sys





# Stop Hams on Ctrl-C
def signal_handler(signal, frame):
    print("Stopping Hams...")
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.stop_all()
    sys.exit(0)


if __name__ == '__main__':
    signal.signal(signal.SIGINT, signal_handler)
    hams_conn = HamsConnection(DockerContainerManager())
    hams_conn.start_hams()


    f = open("../applications/imagequery/dag_formatted","r")
    dag_description = f.read()
    f.close()
    

    hams_conn.deploy_DAG("stock", "test", dag_description, runtime="nvidia")