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Add auto terminate, increased polling interval and default docker image in AWS dynamic cluster management service

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This commit is contained in:
allegroai 2020-01-08 12:27:40 +02:00
parent facbee0005
commit 23668a403a
1 changed files with 13 additions and 4 deletions
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17
examples/dynamic_cloud_cluster.ipynb
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@ -166,7 +166,11 @@
"# echo \"This is the second line\"\n",
"# \"\"\"\n",
"EXTRA_BASH_SCRIPT = \"\"\"\n",
"\"\"\""
"\"\"\"\n",
"\n",
"# Default docker for trains-agent when running in docker mode (requires docker v19.03 and above). \n",
"# Leave empty to run trains-agent in non-docker mode.\n",
"DEFAULT_DOCKER_IMAGE = \"nvidia/cuda\""
]
},
{
@ -180,7 +184,8 @@
"# maximum idle time in minutes, after which the instance will be shutdown\n",
"MAX_IDLE_TIME_MIN = 15\n",
"# polling interval in minutes\n",
"POLLING_INTERVAL_MIN = 2.0"
"# make sure to increase in case bash commands were added in EXTRA_BASH_SCRIPT\n",
"POLLING_INTERVAL_MIN = 5.0"
]
},
{
@ -284,7 +289,9 @@
" export TRAINS_API_SECRET_KEY='{secret_key}'\n",
" screen\n",
" {bash_script}\n",
" python3 -m trains_agent --config-file '/root/trains.conf' daemon --queue '{queue}' --docker\"\"\".format(\n",
" python3 -m trains_agent --config-file '/root/trains.conf' daemon --queue '{queue}' {docker}\n",
" shutdown\n",
" \"\"\".format(\n",
" api_server=TRAINS_SERVER_API_SERVER,\n",
" web_server=TRAINS_SERVER_WEB_SERVER,\n",
" files_server=TRAINS_SERVER_FILES_SERVER,\n",
@ -295,7 +302,8 @@
" git_user=TRAINS_GIT_USER,\n",
" git_pass=TRAINS_GIT_PASS,\n",
" trains_conf=EXTRA_TRAINS_CONF_ENCODED,\n",
" bash_script=EXTRA_BASH_SCRIPT\n",
" bash_script=EXTRA_BASH_SCRIPT,\n",
" docker=\"--docker '{}'\".format(DEFAULT_DOCKER_IMAGE) if DEFAULT_DOCKER_IMAGE else \"\"\n",
" )\n",
"\n",
" ec2 = boto3.client(\n",
@ -344,6 +352,7 @@
" MaxCount=1,\n",
" InstanceType=resource_conf[\"instance_type\"],\n",
" UserData=user_data,\n",
" InstanceInitiatedShutdownBehavior='terminate',\n",
" BlockDeviceMappings=[\n",
" {\n",
" \"DeviceName\": resource_conf[\"ebs_device_name\"],\n",