WC8xrzgzOT8nv0gvODO3ICfVoyQ3xy+/JNU2Yj/Tagmf50wMjD4M7CWJ6SCJEgYhn6zEskT9nMS8dP3gkqLMvHTriiIGKaihyfl5xfk5qXrOEBpkDgMEMDIxMFQUlDCw2+gXFyTm2QEAI9P8iI4AAAA=[0m
[integration_py36_many_apps_many_models] 'input_type': 'doubles', [integration_py36_many_apps_many_models] 'is_current_version': False, [integration_py36_many_apps_many_models] 'labels': [''], [integration_py36_many_apps_many_models] 'model_data_path': 'DEPRECATED', [integration_py36_many_apps_many_models] 'model_name': 'testapp1-model', [integration_py36_many_apps_many_models] 'model_version': '0'}] [integration_py36_many_apps_many_models] 19-11-03:16:10:41 INFO [test_utils.py:218] [integration_py36_many_apps_many_models] CONTAINERS: [integration_py36_many_apps_many_models] [ { 'input_type': 'doubles', [integration_py36_many_apps_many_models] 'model_id': 'testapp1-model:0', [integration_py36_many_apps_many_models] 'model_name': 'testapp1-model', [integration_py36_many_apps_many_models] 'model_replica_id': 0, [integration_py36_many_apps_many_models] 'model_version': '0'}, [integration_py36_many_apps_many_models] { 'input_type': 'doubles', [integration_py36_many_apps_many_models] 'model_id': 'testapp0-model:1', [integration_py36_many_apps_many_models] 'model_name': 'testapp0-model', [integration_py36_many_apps_many_models] 'model_replica_id': 0, [integration_py36_many_apps_many_models] 'model_version': '1'}, [integration_py36_many_apps_many_models] { 'input_type': 'doubles', [integration_py36_many_apps_many_models] 'model_id': 'testapp1-model:2', [integration_py36_many_apps_many_models] 'model_name': 'testapp1-model', [integration_py36_many_apps_many_models] 'model_replica_id': 0, [integration_py36_many_apps_many_models] 'model_version': '2'}, [integration_py36_many_apps_many_models] { 'input_type': 'doubles', [integration_py36_many_apps_many_models] 'model_id': 'testapp0-model:2', [integration_py36_many_apps_many_models] 'model_name': 'testapp0-model', [integration_py36_many_apps_many_models] 'model_replica_id': 0, [integration_py36_many_apps_many_models] 'model_version': '2'}, [integration_py36_many_apps_many_models] { 'input_type': 'doubles', [integration_py36_many_apps_many_models] 'model_id': 'testapp1-model:1', [integration_py36_many_apps_many_models] 'model_name': 'testapp1-model', [integration_py36_many_apps_many_models] 'model_replica_id': 0, [integration_py36_many_apps_many_models] 'model_version': '1'}, [integration_py36_many_apps_many_models] { 'input_type': 'doubles', [integration_py36_many_apps_many_models] 'model_id': 'testapp0-model:0', [integration_py36_many_apps_many_models] 'model_name': 'testapp0-model', [integration_py36_many_apps_many_models] 'model_replica_id': 0, [integration_py36_many_apps_many_models] 'model_version': '0'}] [integration_py36_many_apps_many_models] 19-11-03:16:10:41 INFO [many_apps_many_models.py:129] SUCCESS [integration_py36_many_apps_many_models] 19-11-03:16:10:41 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_many_apps_many_models] 19-11-03:16:10:41 INFO [test_utils.py:112] Cleaning up Docker cluster many-app-180 [integration_py36_admin_unit_test] 19-11-03:16:10:44 INFO [clipper_admin.py:724] [admin-test-cluster-4714] Successfully registered model sum-model:1 [integration_py36_admin_unit_test] 19-11-03:16:10:44 INFO [clipper_admin.py:642] [admin-test-cluster-4714] Done deploying model sum-model:1. [integration_py36_admin_unit_test] 19-11-03:16:10:44 INFO [clipper_admin.py:303] [admin-test-cluster-4714] Model sum-model is now linked to application hello-world [integration_py36_many_apps_many_models] 19-11-03:16:10:50 INFO [clipper_admin.py:1424] [many-app-180] Stopped all Clipper cluster and all model containers [integration_py36_many_apps_many_models] 19-11-03:08:10:51 INFO [retry_with_timeout.py:90] Success!
===== finished: integration_py36_many_apps_many_models =====
[integration_py36_admin_unit_test] 19-11-03:16:11:44 INFO [clipper_admin_tests.py:465] test pred output {'query_id': 0, 'output': 6.6, 'default': False} [integration_py36_admin_unit_test] 19-11-03:16:11:44 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:11:44 INFO [test_utils.py:112] Cleaning up Docker cluster admin-test-cluster-4714 [integration_py36_admin_unit_test] 19-11-03:16:11:49 INFO [clipper_admin.py:1424] [admin-test-cluster-4714] Stopped all Clipper cluster and all model containers [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] test_build_model_with_custom_packages (__main__.ClipperManagerTestCaseShort) ... 19-11-03:16:11:49 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:11:49 INFO [test_utils.py:128] Starting up Docker cluster admin-test-cluster-1028 [integration_py36_admin_unit_test] 19-11-03:16:11:49 INFO [test_utils.py:143] Starting Clipper [integration_py36_admin_unit_test] 19-11-03:16:11:49 INFO [docker_container_manager.py:192] [admin-test-cluster-1028] Starting managed Redis instance in Docker [integration_py36_admin_unit_test] 19-11-03:16:12:00 INFO [docker_container_manager.py:294] [admin-test-cluster-1028] Metric Configuration Saved at /tmp/tmpo4_tcee7.yml [integration_py36_admin_unit_test] 19-11-03:16:12:03 INFO [clipper_admin.py:162] [admin-test-cluster-1028] Clipper is running [integration_py36_admin_unit_test] 19-11-03:16:12:04 INFO [clipper_admin.py:534] [admin-test-cluster-1028] Building model Docker image with model data from /tmp/clipper/tmpy2rkyb7l [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 1/3 : FROM clipper/python-closure-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> ce2f35dee551 [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 2/3 : RUN apt-get -y install build-essential && pip install sympy==1.1.* [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> Using cache [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 0ef5f0af61ec [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 3/3 : COPY /tmp/clipper/tmpy2rkyb7l /model/ [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> c94e431acc88 [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Successfully built c94e431acc88 [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Successfully tagged admin-test-cluster-1028-buildmodeltest:py2 [integration_py36_admin_unit_test] 19-11-03:16:12:07 INFO [clipper_admin.py:541] [admin-test-cluster-1028] Pushing model Docker image to admin-test-cluster-1028-buildmodeltest:py2 [integration_py36_admin_unit_test] 19-11-03:16:12:08 INFO [clipper_admin.py:534] [admin-test-cluster-1028] Building model Docker image with model data from /tmp/clipper/tmpy2rkyb7l [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 1/3 : FROM clipper/python35-closure-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 0774936d4961 [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 2/3 : RUN apt-get -y install build-essential && pip install sympy==1.1.* [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> Using cache [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 335801deda3e [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 3/3 : COPY /tmp/clipper/tmpy2rkyb7l /model/ [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> d23354905184 [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Successfully built d23354905184 [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Successfully tagged admin-test-cluster-1028-buildmodeltest:py35 [integration_py36_admin_unit_test] 19-11-03:16:12:11 INFO [clipper_admin.py:541] [admin-test-cluster-1028] Pushing model Docker image to admin-test-cluster-1028-buildmodeltest:py35 [integration_py36_admin_unit_test] 19-11-03:16:12:16 INFO [clipper_admin.py:534] [admin-test-cluster-1028] Building model Docker image with model data from /tmp/clipper/tmpy2rkyb7l [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 1/3 : FROM clipper/python36-closure-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 7d2bb6fc0a1a [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 2/3 : RUN apt-get -y install build-essential && pip install sympy==1.1.* [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> Using cache [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 1ccc4a6de59a [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 3/3 : COPY /tmp/clipper/tmpy2rkyb7l /model/ [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 89e6ab26446b [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Successfully built 89e6ab26446b [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Successfully tagged admin-test-cluster-1028-buildmodeltest:py36 [integration_py36_admin_unit_test] 19-11-03:16:12:19 INFO [clipper_admin.py:541] [admin-test-cluster-1028] Pushing model Docker image to admin-test-cluster-1028-buildmodeltest:py36 [integration_py36_admin_unit_test] 19-11-03:16:12:27 INFO [clipper_admin.py:534] [admin-test-cluster-1028] Building model Docker image with model data from /tmp/clipper/tmpy2rkyb7l [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 1/3 : FROM clipper/python37-closure-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 85e2462bd56c [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 2/3 : RUN apt-get -y install build-essential && pip install sympy==1.1.* [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> Using cache [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 370e73ac103c [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Step 3/3 : COPY /tmp/clipper/tmpy2rkyb7l /model/ [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] ---> 7dcd1f6edc76 [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Successfully built 7dcd1f6edc76 [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:539] [admin-test-cluster-1028] Successfully tagged admin-test-cluster-1028-buildmodeltest:py37 [integration_py36_admin_unit_test] 19-11-03:16:12:30 INFO [clipper_admin.py:541] [admin-test-cluster-1028] Pushing model Docker image to admin-test-cluster-1028-buildmodeltest:py37 [integration_py36_admin_unit_test] 19-11-03:16:12:34 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:12:34 INFO [test_utils.py:112] Cleaning up Docker cluster admin-test-cluster-1028 [integration_py36_admin_unit_test] 19-11-03:16:12:38 INFO [clipper_admin.py:1424] [admin-test-cluster-1028] Stopped all Clipper cluster and all model containers [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] test_unregister_application_correct (__main__.ClipperManagerTestCaseShort) ... 19-11-03:16:12:38 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:12:38 INFO [test_utils.py:128] Starting up Docker cluster admin-test-cluster-4953 [integration_py36_admin_unit_test] 19-11-03:16:12:38 INFO [test_utils.py:143] Starting Clipper [integration_py36_admin_unit_test] 19-11-03:16:12:38 INFO [docker_container_manager.py:192] [admin-test-cluster-4953] Starting managed Redis instance in Docker [integration_py36_admin_unit_test] 19-11-03:16:12:49 INFO [docker_container_manager.py:294] [admin-test-cluster-4953] Metric Configuration Saved at /tmp/tmpd_ojpu6i.yml [integration_py36_admin_unit_test] 19-11-03:16:12:52 INFO [clipper_admin.py:162] [admin-test-cluster-4953] Clipper is running [integration_py36_admin_unit_test] 19-11-03:16:12:53 INFO [clipper_admin.py:236] [admin-test-cluster-4953] Application testapp was successfully registered [integration_py36_admin_unit_test] 19-11-03:16:12:53 INFO [clipper_admin.py:260] [admin-test-cluster-4953] Application testapp was successfully unregistered [integration_py36_admin_unit_test] 19-11-03:16:12:53 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:12:53 INFO [test_utils.py:112] Cleaning up Docker cluster admin-test-cluster-4953 [integration_py36_admin_unit_test] 19-11-03:16:12:57 INFO [clipper_admin.py:1424] [admin-test-cluster-4953] Stopped all Clipper cluster and all model containers [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] test_query_specific_model_version (__main__.ClipperManagerTestCaseShort) ... 19-11-03:16:12:57 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:12:57 INFO [test_utils.py:128] Starting up Docker cluster admin-test-cluster-195 [integration_py36_admin_unit_test] 19-11-03:16:12:57 INFO [test_utils.py:143] Starting Clipper [integration_py36_admin_unit_test] 19-11-03:16:12:57 INFO [docker_container_manager.py:192] [admin-test-cluster-195] Starting managed Redis instance in Docker [integration_py36_admin_unit_test] 19-11-03:16:13:08 INFO [docker_container_manager.py:294] [admin-test-cluster-195] Metric Configuration Saved at /tmp/tmp158lyg92.yml [integration_py36_admin_unit_test] 19-11-03:16:13:12 INFO [clipper_admin.py:162] [admin-test-cluster-195] Clipper is running [integration_py36_admin_unit_test] 19-11-03:16:13:13 INFO [clipper_admin.py:236] [admin-test-cluster-195] Application testapp was successfully registered [integration_py36_admin_unit_test] 19-11-03:16:13:13 INFO [deployer_utils.py:41] Saving function to /tmp/tmpbe6fkbfcclipper [integration_py36_admin_unit_test] 19-11-03:16:13:13 INFO [deployer_utils.py:51] Serialized and supplied predict function [integration_py36_admin_unit_test] 19-11-03:16:13:13 INFO [python.py:192] Python closure saved [integration_py36_admin_unit_test] 19-11-03:16:13:13 INFO [python.py:206] Using Python 3.6 base image [integration_py36_admin_unit_test] 19-11-03:16:13:13 INFO [clipper_admin.py:534] [admin-test-cluster-195] Building model Docker image with model data from /tmp/tmpbe6fkbfcclipper [integration_py36_admin_unit_test] 19-11-03:16:13:16 INFO [clipper_admin.py:539] [admin-test-cluster-195] Step 1/2 : FROM clipper/python36-closure-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:13:16 INFO [clipper_admin.py:539] [admin-test-cluster-195] ---> 7d2bb6fc0a1a [integration_py36_admin_unit_test] 19-11-03:16:13:16 INFO [clipper_admin.py:539] [admin-test-cluster-195] Step 2/2 : COPY /tmp/tmpbe6fkbfcclipper /model/ [integration_py36_admin_unit_test] 19-11-03:16:13:16 INFO [clipper_admin.py:539] [admin-test-cluster-195] ---> a84ac4a6a408 [integration_py36_admin_unit_test] 19-11-03:16:13:16 INFO [clipper_admin.py:539] [admin-test-cluster-195] Successfully built a84ac4a6a408 [integration_py36_admin_unit_test] 19-11-03:16:13:16 INFO [clipper_admin.py:539] [admin-test-cluster-195] Successfully tagged admin-test-cluster-195-testmodel:v1 [integration_py36_admin_unit_test] 19-11-03:16:13:16 INFO [clipper_admin.py:541] [admin-test-cluster-195] Pushing model Docker image to admin-test-cluster-195-testmodel:v1 [integration_py36_admin_unit_test] 19-11-03:16:13:16 INFO [docker_container_manager.py:433] [admin-test-cluster-195] Found 0 replicas for testmodel:v1. Adding 1 [integration_py36_admin_unit_test] 19-11-03:16:13:19 INFO [clipper_admin.py:724] [admin-test-cluster-195] Successfully registered model testmodel:v1 [integration_py36_admin_unit_test] 19-11-03:16:13:19 INFO [clipper_admin.py:642] [admin-test-cluster-195] Done deploying model testmodel:v1. [integration_py36_admin_unit_test] 19-11-03:16:13:19 INFO [clipper_admin.py:303] [admin-test-cluster-195] Model testmodel is now linked to application testapp [integration_py36_admin_unit_test] 19-11-03:16:13:49 INFO [deployer_utils.py:41] Saving function to /tmp/tmpl5pg5xn5clipper [integration_py36_admin_unit_test] 19-11-03:16:13:49 INFO [deployer_utils.py:51] Serialized and supplied predict function [integration_py36_admin_unit_test] 19-11-03:16:13:49 INFO [python.py:192] Python closure saved [integration_py36_admin_unit_test] 19-11-03:16:13:49 INFO [python.py:206] Using Python 3.6 base image [integration_py36_admin_unit_test] 19-11-03:16:13:49 INFO [clipper_admin.py:534] [admin-test-cluster-195] Building model Docker image with model data from /tmp/tmpl5pg5xn5clipper [integration_py36_admin_unit_test] 19-11-03:16:13:52 INFO [clipper_admin.py:539] [admin-test-cluster-195] Step 1/2 : FROM clipper/python36-closure-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:13:52 INFO [clipper_admin.py:539] [admin-test-cluster-195] ---> 7d2bb6fc0a1a [integration_py36_admin_unit_test] 19-11-03:16:13:52 INFO [clipper_admin.py:539] [admin-test-cluster-195] Step 2/2 : COPY /tmp/tmpl5pg5xn5clipper /model/ [integration_py36_admin_unit_test] 19-11-03:16:13:52 INFO [clipper_admin.py:539] [admin-test-cluster-195] ---> 310a9c47a666 [integration_py36_admin_unit_test] 19-11-03:16:13:52 INFO [clipper_admin.py:539] [admin-test-cluster-195] Successfully built 310a9c47a666 [integration_py36_admin_unit_test] 19-11-03:16:13:52 INFO [clipper_admin.py:539] [admin-test-cluster-195] Successfully tagged admin-test-cluster-195-testmodel:v2 [integration_py36_admin_unit_test] 19-11-03:16:13:52 INFO [clipper_admin.py:541] [admin-test-cluster-195] Pushing model Docker image to admin-test-cluster-195-testmodel:v2 [integration_py36_admin_unit_test] 19-11-03:16:13:53 INFO [docker_container_manager.py:433] [admin-test-cluster-195] Found 0 replicas for testmodel:v2. Adding 1 [integration_py36_admin_unit_test] 19-11-03:16:13:56 INFO [clipper_admin.py:724] [admin-test-cluster-195] Successfully registered model testmodel:v2 [integration_py36_admin_unit_test] 19-11-03:16:13:56 INFO [clipper_admin.py:642] [admin-test-cluster-195] Done deploying model testmodel:v2. [integration_py36_admin_unit_test] 19-11-03:16:14:56 INFO [clipper_admin_tests.py:564] {"error":"Query processing error","cause":"Requested version: skjfhkdjshfjksdhkjf does not exist for model: testmodel"} [integration_py36_admin_unit_test] 19-11-03:16:14:56 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:14:56 INFO [test_utils.py:112] Cleaning up Docker cluster admin-test-cluster-195 [integration_py36_admin_unit_test] 19-11-03:16:15:01 INFO [clipper_admin.py:1424] [admin-test-cluster-195] Stopped all Clipper cluster and all model containers [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] 19-11-03:16:15:01 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:15:01 INFO [test_utils.py:128] Starting up Docker cluster admin-l-29433 [integration_py36_admin_unit_test] 19-11-03:16:15:01 INFO [test_utils.py:143] Starting Clipper [integration_py36_admin_unit_test] 19-11-03:16:15:01 INFO [docker_container_manager.py:192] [admin-l-29433] Starting managed Redis instance in Docker [integration_py36_admin_unit_test] 19-11-03:16:15:13 INFO [docker_container_manager.py:294] [admin-l-29433] Metric Configuration Saved at /tmp/tmpx3ff9_1l.yml [integration_py36_admin_unit_test] 19-11-03:16:15:16 INFO [clipper_admin.py:162] [admin-l-29433] Clipper is running [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:236] [admin-l-29433] Application app3 was successfully registered [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:236] [admin-l-29433] Application app4 was successfully registered [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:236] [admin-l-29433] Application app5 was successfully registered [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:236] [admin-l-29433] Application app6 was successfully registered [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:236] [admin-l-29433] Application app7 was successfully registered [integration_py36_admin_unit_test] test_remove_inactive_container (__main__.ClipperManagerTestCaseLong) ... 19-11-03:16:15:17 INFO [clipper_admin.py:534] [admin-l-29433] Building model Docker image with model data from /tmp/clipper/tmpy2rkyb7l [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:539] [admin-l-29433] Step 1/2 : FROM clipper/noop-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:539] [admin-l-29433] ---> 0984614e5f20 [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:539] [admin-l-29433] Step 2/2 : COPY /tmp/clipper/tmpy2rkyb7l /model/ [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:539] [admin-l-29433] ---> Using cache [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:539] [admin-l-29433] ---> edfaf347ebbf [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:539] [admin-l-29433] Successfully built edfaf347ebbf [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:539] [admin-l-29433] Successfully tagged admin-l-29433-m8:1 [integration_py36_admin_unit_test] 19-11-03:16:15:17 INFO [clipper_admin.py:541] [admin-l-29433] Pushing model Docker image to admin-l-29433-m8:1 [integration_py36_admin_unit_test] 19-11-03:16:15:21 INFO [docker_container_manager.py:433] [admin-l-29433] Found 0 replicas for m8:1. Adding 2 [integration_py36_admin_unit_test] 19-11-03:16:15:27 INFO [clipper_admin.py:724] [admin-l-29433] Successfully registered model m8:1 [integration_py36_admin_unit_test] 19-11-03:16:15:27 INFO [clipper_admin.py:642] [admin-l-29433] Done deploying model m8:1. [integration_py36_admin_unit_test] 19-11-03:16:15:27 INFO [clipper_admin.py:303] [admin-l-29433] Model m8 is now linked to application app7 [integration_py36_admin_unit_test] 19-11-03:16:15:57 INFO [docker_container_manager.py:453] [admin-l-29433] Found 2 replicas for m8:1. Removing 1 [integration_py36_admin_unit_test] 19-11-03:16:17:48 INFO [docker_container_manager.py:453] [admin-l-29433] Found 1 replicas for m8:1. Removing 1 [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] test_unlinked_app_returns_default_predictions (__main__.ClipperManagerTestCaseLong) ... 19-11-03:16:19:39 INFO [clipper_admin_tests.py:671] {'query_id': 6, 'output': 'DEFAULT', 'default': True, 'default_explanation': 'No connected models found for query'} [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] test_deployed_model_queried_successfully (__main__.ClipperManagerTestCaseLong) ... 19-11-03:16:19:39 INFO [clipper_admin.py:534] [admin-l-29433] Building model Docker image with model data from /tmp/clipper/tmpy2rkyb7l [integration_py36_admin_unit_test] 19-11-03:16:19:39 INFO [clipper_admin.py:539] [admin-l-29433] Step 1/2 : FROM clipper/noop-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:19:39 INFO [clipper_admin.py:539] [admin-l-29433] ---> 0984614e5f20 [integration_py36_admin_unit_test] 19-11-03:16:19:39 INFO [clipper_admin.py:539] [admin-l-29433] Step 2/2 : COPY /tmp/clipper/tmpy2rkyb7l /model/ [integration_py36_admin_unit_test] 19-11-03:16:19:39 INFO [clipper_admin.py:539] [admin-l-29433] ---> Using cache [integration_py36_admin_unit_test] 19-11-03:16:19:39 INFO [clipper_admin.py:539] [admin-l-29433] ---> edfaf347ebbf [integration_py36_admin_unit_test] 19-11-03:16:19:39 INFO [clipper_admin.py:539] [admin-l-29433] Successfully built edfaf347ebbf [integration_py36_admin_unit_test] 19-11-03:16:19:39 INFO [clipper_admin.py:539] [admin-l-29433] Successfully tagged admin-l-29433-m5:1 [integration_py36_admin_unit_test] 19-11-03:16:19:39 INFO [clipper_admin.py:541] [admin-l-29433] Pushing model Docker image to admin-l-29433-m5:1 [integration_py36_admin_unit_test] 19-11-03:16:19:43 INFO [docker_container_manager.py:433] [admin-l-29433] Found 0 replicas for m5:1. Adding 1 [integration_py36_admin_unit_test] 19-11-03:16:19:46 INFO [clipper_admin.py:724] [admin-l-29433] Successfully registered model m5:1 [integration_py36_admin_unit_test] 19-11-03:16:19:46 INFO [clipper_admin.py:642] [admin-l-29433] Done deploying model m5:1. [integration_py36_admin_unit_test] 19-11-03:16:19:46 INFO [clipper_admin.py:303] [admin-l-29433] Model m5 is now linked to application app4 [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin_tests.py:693] {'query_id': 7, 'output': 1.0, 'default': False} [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] test_batch_queries_returned_successfully (__main__.ClipperManagerTestCaseLong) ... 19-11-03:16:20:16 INFO [clipper_admin.py:534] [admin-l-29433] Building model Docker image with model data from /tmp/clipper/tmpy2rkyb7l [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin.py:539] [admin-l-29433] Step 1/2 : FROM clipper/noop-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin.py:539] [admin-l-29433] ---> 0984614e5f20 [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin.py:539] [admin-l-29433] Step 2/2 : COPY /tmp/clipper/tmpy2rkyb7l /model/ [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin.py:539] [admin-l-29433] ---> Using cache [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin.py:539] [admin-l-29433] ---> edfaf347ebbf [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin.py:539] [admin-l-29433] Successfully built edfaf347ebbf [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin.py:539] [admin-l-29433] Successfully tagged admin-l-29433-m6:1 [integration_py36_admin_unit_test] 19-11-03:16:20:16 INFO [clipper_admin.py:541] [admin-l-29433] Pushing model Docker image to admin-l-29433-m6:1 [integration_py36_admin_unit_test] 19-11-03:16:20:20 INFO [docker_container_manager.py:433] [admin-l-29433] Found 0 replicas for m6:1. Adding 1 [integration_py36_admin_unit_test] 19-11-03:16:20:22 INFO [clipper_admin.py:724] [admin-l-29433] Successfully registered model m6:1 [integration_py36_admin_unit_test] 19-11-03:16:20:22 INFO [clipper_admin.py:642] [admin-l-29433] Done deploying model m6:1. [integration_py36_admin_unit_test] 19-11-03:16:20:22 INFO [clipper_admin.py:303] [admin-l-29433] Model m6 is now linked to application app5 [integration_py36_admin_unit_test] 19-11-03:16:20:52 INFO [clipper_admin_tests.py:716] {'batch_predictions': [{'query_id': 8, 'output': 1.0, 'default': False}, {'query_id': 9, 'output': 1.0, 'default': False}, {'query_id': 10, 'output': 1.0, 'default': False}, {'query_id': 11, 'output': 1.0, 'default': False}]} [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] test_deployed_python_closure_queried_successfully (__main__.ClipperManagerTestCaseLong) ... 19-11-03:16:20:52 INFO [deployer_utils.py:41] Saving function to /tmp/tmpqoyh0rsnclipper [integration_py36_admin_unit_test] 19-11-03:16:20:52 INFO [deployer_utils.py:51] Serialized and supplied predict function [integration_py36_admin_unit_test] 19-11-03:16:20:52 INFO [python.py:192] Python closure saved [integration_py36_admin_unit_test] 19-11-03:16:20:52 INFO [python.py:206] Using Python 3.6 base image [integration_py36_admin_unit_test] 19-11-03:16:20:52 INFO [clipper_admin.py:534] [admin-l-29433] Building model Docker image with model data from /tmp/tmpqoyh0rsnclipper [integration_py36_admin_unit_test] 19-11-03:16:20:56 INFO [clipper_admin.py:539] [admin-l-29433] Step 1/2 : FROM clipper/python36-closure-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:20:56 INFO [clipper_admin.py:539] [admin-l-29433] ---> 7d2bb6fc0a1a [integration_py36_admin_unit_test] 19-11-03:16:20:56 INFO [clipper_admin.py:539] [admin-l-29433] Step 2/2 : COPY /tmp/tmpqoyh0rsnclipper /model/ [integration_py36_admin_unit_test] 19-11-03:16:20:56 INFO [clipper_admin.py:539] [admin-l-29433] ---> 815f8889d072 [integration_py36_admin_unit_test] 19-11-03:16:20:56 INFO [clipper_admin.py:539] [admin-l-29433] Successfully built 815f8889d072 [integration_py36_admin_unit_test] 19-11-03:16:20:56 INFO [clipper_admin.py:539] [admin-l-29433] Successfully tagged admin-l-29433-m4:1 [integration_py36_admin_unit_test] 19-11-03:16:20:56 INFO [clipper_admin.py:541] [admin-l-29433] Pushing model Docker image to admin-l-29433-m4:1 [integration_py36_admin_unit_test] 19-11-03:16:20:57 INFO [docker_container_manager.py:433] [admin-l-29433] Found 0 replicas for m4:1. Adding 1 [integration_py36_admin_unit_test] 19-11-03:16:20:59 INFO [clipper_admin.py:724] [admin-l-29433] Successfully registered model m4:1 [integration_py36_admin_unit_test] 19-11-03:16:20:59 INFO [clipper_admin.py:642] [admin-l-29433] Done deploying model m4:1. [integration_py36_admin_unit_test] 19-11-03:16:20:59 INFO [clipper_admin.py:303] [admin-l-29433] Model m4 is now linked to application app3 [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] test_fixed_batch_size_model_processes_specified_query_batch_size_when_saturated (__main__.ClipperManagerTestCaseLong) ... 19-11-03:16:21:59 INFO [deployer_utils.py:41] Saving function to /tmp/tmpp3cii9nvclipper [integration_py36_admin_unit_test] 19-11-03:16:21:59 INFO [deployer_utils.py:51] Serialized and supplied predict function [integration_py36_admin_unit_test] 19-11-03:16:21:59 INFO [python.py:192] Python closure saved [integration_py36_admin_unit_test] 19-11-03:16:21:59 INFO [python.py:206] Using Python 3.6 base image [integration_py36_admin_unit_test] 19-11-03:16:21:59 INFO [clipper_admin.py:534] [admin-l-29433] Building model Docker image with model data from /tmp/tmpp3cii9nvclipper [integration_py36_admin_unit_test] 19-11-03:16:22:02 INFO [clipper_admin.py:539] [admin-l-29433] Step 1/2 : FROM clipper/python36-closure-container:a66648a301 [integration_py36_admin_unit_test] 19-11-03:16:22:02 INFO [clipper_admin.py:539] [admin-l-29433] ---> 7d2bb6fc0a1a [integration_py36_admin_unit_test] 19-11-03:16:22:02 INFO [clipper_admin.py:539] [admin-l-29433] Step 2/2 : COPY /tmp/tmpp3cii9nvclipper /model/ [integration_py36_admin_unit_test] 19-11-03:16:22:02 INFO [clipper_admin.py:539] [admin-l-29433] ---> 6da46e24a3ca [integration_py36_admin_unit_test] 19-11-03:16:22:02 INFO [clipper_admin.py:539] [admin-l-29433] Successfully built 6da46e24a3ca [integration_py36_admin_unit_test] 19-11-03:16:22:02 INFO [clipper_admin.py:539] [admin-l-29433] Successfully tagged admin-l-29433-m7:1 [integration_py36_admin_unit_test] 19-11-03:16:22:02 INFO [clipper_admin.py:541] [admin-l-29433] Pushing model Docker image to admin-l-29433-m7:1 [integration_py36_admin_unit_test] 19-11-03:16:22:03 INFO [docker_container_manager.py:433] [admin-l-29433] Found 0 replicas for m7:1. Adding 1 [integration_py36_admin_unit_test] 19-11-03:16:22:06 INFO [clipper_admin.py:724] [admin-l-29433] Successfully registered model m7:1 [integration_py36_admin_unit_test] 19-11-03:16:22:06 INFO [clipper_admin.py:642] [admin-l-29433] Done deploying model m7:1. [integration_py36_admin_unit_test] 19-11-03:16:22:06 INFO [clipper_admin.py:303] [admin-l-29433] Model m7 is now linked to application app6 [integration_py36_admin_unit_test] ok [integration_py36_admin_unit_test] 19-11-03:16:23:32 INFO [test_utils.py:107] Creating DockerContainerManager [integration_py36_admin_unit_test] 19-11-03:16:23:32 INFO [test_utils.py:112] Cleaning up Docker cluster admin-l-29433 [integration_py36_admin_unit_test] 19-11-03:16:23:39 INFO [clipper_admin.py:1424] [admin-l-29433] Stopped all Clipper cluster and all model containers [integration_py36_admin_unit_test] [integration_py36_admin_unit_test] ---------------------------------------------------------------------- [integration_py36_admin_unit_test] Ran 27 tests in 1479.031s [integration_py36_admin_unit_test] [integration_py36_admin_unit_test] OK [integration_py36_admin_unit_test] {'query_id': 12, 'output': 3, 'default': False} [integration_py36_admin_unit_test] 19-11-03:08:23:39 INFO [retry_with_timeout.py:90] Success!
===== finished: integration_py36_admin_unit_test =====
+ '[' -z x ']'
Setting commit status on GitHub for https://github.com/ucbrise/clipper/commit/a66648a301c618fed4528e7b103fe737bf803768
Finished: SUCCESS
Console Output