(base) PS C:\Users\YuZhe> docker ps
CONTAINER ID   IMAGE              COMMAND                  CREATED         STATUS         PORTS                                            NAMES
152e4813bb4b   aiverify:0.9       "bash -c 'cd ../ai-v…"   7 seconds ago   Up 2 seconds   0.0.0.0:3000->3000/tcp, 0.0.0.0:4000->4000/tcp   aiverify-user-portal-1
c40f05955115   aiverify:0.9       "python3 -m test_eng…"   7 seconds ago   Up 3 seconds                                                    aiverify-user-test-engine-1
395fa7960529   redis:6.2-alpine   "docker-entrypoint.s…"   7 seconds ago   Up 5 seconds   6379/tcp                                         aiverify-user-redis-1
08f1de7a5fae   mongo:6.0.4        "docker-entrypoint.s…"   7 seconds ago   Up 5 seconds   27017/tcp                                        aiverify-user-db-1
(base) PS C:\Users\YuZhe> docker logs --follow c40f05955115
2024-01-08 18:58:34,090 [INFO][app_logger.py::add_to_log(116)] [test_engine_app.py:__init__(44)]: The system detected 16 available cores
2024-01-08 18:58:34,091 [INFO][app_logger.py::add_to_log(116)] [test_engine_app.py:run(58)]: Test Engine App - 0.9.0 from /app/aiverify/test-engine-app (Python 3.11.6 (main, Oct 23 2023, 22:48:54) [GCC 11.4.0])
2024-01-08 18:58:34,091 [INFO][app_logger.py::add_to_log(116)] [test_engine_app.py:run(59)]: Test Engine Core - 0.9.0 from /app/aiverify/venv/lib/python3.11/site-packages (Python 3.11.6 (main, Oct 23 2023, 22:48:54) [GCC 11.4.0])
2024-01-08 18:58:34,091 [INFO][app_logger.py::add_to_log(116)] [test_engine_app.py:run(70)]: Test Engine App (Running): Run log ID [bd5d829d-fe1e-4655-b38f-151db2cac50c], 1 API Workers, 1 Service Workers, 14 Process Workers
2024-01-08 18:58:34,154 [INFO][app_logger.py::add_to_log(116)] [test_engine_app.py:run(102)]: Press Ctrl+C to terminate Test Engine App
2024-01-08 18:58:34,581 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker2) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,582 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,583 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,584 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,663 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker3) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,663 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,665 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,665 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,683 [INFO][app_logger.py::add_to_log(116)] [requirements_checks_api.py:run(82)]: The system worker (Worker1) [WorkerType.API_SERVER] is running
2024-01-08 18:58:34,684 [INFO][app_logger.py::add_to_log(116)] [requirements_checks_api.py:run(90)]: The system worker is reading the environment variables
2024-01-08 18:58:34,685 [DEBUG][app_logger.py::add_to_log(111)] [requirements_checks_api.py:run(96)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,687 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker4) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,687 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,688 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,689 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,696 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker5) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,696 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,697 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,698 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,709 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker6) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,709 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,710 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,711 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,712 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker7) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,712 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,713 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,713 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,721 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker8) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,721 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,722 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,722 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,741 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker9) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,741 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker10) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,741 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,741 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,742 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,742 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,742 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,742 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,771 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker11) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,772 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,773 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,773 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,774 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker12) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,775 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,776 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,776 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,793 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker13) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,816 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,817 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,817 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,829 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker14) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,829 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,831 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,831 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:34,854 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker15) [WorkerType.PROCESS] is running
2024-01-08 18:58:34,857 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:34,859 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:34,860 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:35,005 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(135)]: The system worker (Worker16) [WorkerType.SERVICE] is running
2024-01-08 18:58:35,005 [INFO][app_logger.py::add_to_log(116)] [worker.py:setup(64)]: The system worker is reading the environment variables
2024-01-08 18:58:35,006 [DEBUG][app_logger.py::add_to_log(111)] [worker.py:setup(70)]:
Environment Variables:
CORE_MODULES_FOLDER: ../test-engine-core-modules
VALIDATION_SCHEMAS_FOLDER: ./test_engine_app/validation_schemas/
REDIS_CONSUMER_GROUP: MyGroup
REDIS_SERVER_HOSTNAME: redis
REDIS_SERVER_PORT: 6379
API_SERVER_PORT: 8080
2024-01-08 18:58:35,006 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(44)]: The system is discovering core plugins
2024-01-08 18:58:36.041104: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.044292: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.073516: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.076821: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.081501: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.084543: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.093853: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.096872: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.110024: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.113299: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.116783: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.117327: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.119653: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.122708: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.127205: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.130403: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.131702: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.134858: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.135419: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.137647: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.149644: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.150337: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.153822: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.154977: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.156945: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.157883: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.158902: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.159979: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.181714: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.182549: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.185263: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.185370: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.187903: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.190592: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.191191: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.191690: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.196157: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.196683: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.204325: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.204952: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.208890: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.210260: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.214704: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2024-01-08 18:58:36.216397: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.216893: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.217650: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.239078: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.239568: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.277952: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.279010: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.282033: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.283016: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.311665: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.312152: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.344201: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.344715: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.348187: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.348692: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:36.389480: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.
2024-01-08 18:58:36.390552: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-01-08 18:58:37.322440: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.340218: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.428425: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.431757: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.480711: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.528135: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.541197: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.545582: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.556822: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.592187: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.599967: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.602693: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.613138: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.669637: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:37.692812: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-01-08 18:58:38,559 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,560 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,560 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,560 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,561 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,561 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,561 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,561 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,562 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,563 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineService is connected
2024-01-08 18:58:38,563 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,563 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,564 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,564 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,565 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,565 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,567 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,567 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,567 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,568 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,568 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,569 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,570 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,571 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,571 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,572 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,572 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,573 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,574 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,575 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,575 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,576 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,576 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,586 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,587 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,589 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,589 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,589 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,590 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,639 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,640 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,642 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,643 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,644 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,646 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,647 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,648 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,648 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,648 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,648 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,669 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,670 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,672 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,673 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,675 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,676 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,677 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,678 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,678 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,678 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,678 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,693 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,694 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,695 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,696 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,698 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,699 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,700 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,701 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,702 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,702 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,702 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,703 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,703 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,704 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,704 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,704 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,705 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,705 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,706 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,706 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,707 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,707 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,707 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,707 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,707 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,708 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,708 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,708 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,709 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,710 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,711 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,711 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,711 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,712 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,712 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,712 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,712 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,713 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,714 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,714 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,715 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,716 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,716 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,717 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,717 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,717 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,717 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,717 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,718 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,719 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,720 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,720 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,721 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,721 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,721 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,728 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,729 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,730 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,731 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,732 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,734 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,734 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,742 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,743 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,744 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,745 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,746 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,747 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,747 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,748 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,748 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,750 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,751 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,752 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,753 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,753 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,774 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:setup(50)]: {'DATA': {'pandasdata': {module 'pandasdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pandasdata/pandasdata.py'}, 'imagedata': {module 'imagedata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imagedata/imagedata.py'}, 'delimiterdata': {module 'delimiterdata' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterdata/delimiterdata.py'}}, 'MODEL': {'lightgbmmodel': {module 'lightgbmmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/lightgbmmodel/lightgbmmodel.py'}, 'xgboostmodel': {module 'xgboostmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/xgboostmodel/xgboostmodel.py'}, 'sklearnmodel': {module 'sklearnmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnmodel/sklearnmodel.py'}, 'tensorflowmodel': {module 'tensorflowmodel' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowmodel/tensorflowmodel.py'}}, 'SERIALIZER': {'pickleserializer': {module 'pickleserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/pickleserializer/pickleserializer.py'}, 'joblibserializer': {module 'joblibserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/joblibserializer/joblibserializer.py'}, 'tensorflowserializer': {module 'tensorflowserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/tensorflowserializer/tensorflowserializer.py'}, 'imageserializer': {module 'imageserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/imageserializer/imageserializer.py'}, 'delimiterserializer': {module 'delimiterserializer' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/delimiterserializer/delimiterserializer.py'}}, 'ALGORITHM': {}, 'PIPELINE': {'sklearnpipeline': {module 'sklearnpipeline' from '/app/aiverify/test-engine-app/../test-engine-core-modules/src/sklearnpipeline/sklearnpipeline.py'}}}
2024-01-08 18:58:38,774 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(698)]: The middleware is establishing connection to redis:6379
2024-01-08 18:58:38,775 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (task.cancel): Subscribed
2024-01-08 18:58:38,776 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.install): Subscribed
2024-01-08 18:58:38,777 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.update): Subscribed
2024-01-08 18:58:38,778 [INFO][app_logger.py::add_to_log(116)] [redis.py:_subscribe_channel(655)]: Pub/Sub Channel (algo.delete): Subscribed
2024-01-08 18:58:38,778 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(723)]: The middleware pub/sub channels is set up successfully
2024-01-08 18:58:38,787 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,787 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,787 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,787 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,787 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,787 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,787 [INFO][app_logger.py::add_to_log(116)] [redis.py:connect_to_stream(135)]: The redis stream listener TestEngineTask is connected
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:_setup_redis(756)]: The middleware stream connection is set up successfully
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(180)]: The system worker is clearing pending stream messages
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:58:38,788 [INFO][app_logger.py::add_to_log(116)] [worker.py:run(188)]: The system worker is discovering new stream messages
2024-01-08 18:59:55,975 [INFO][app_logger.py::add_to_log(116)] [worker.py:_discover_new_items(411)]: Working on new task message: message_id - 1704711595975-0, message_args - {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060","algorithmId":"algo:aiverify.stock.shap_toolbox:shap_toolbox","algorithmArgs":{"explain_type":"global","background_path":"/app/aiverify/uploads/data/test_with_groundtruth.sav","background_samples":25,"data_samples":25},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}
2024-01-08 18:59:55,977 [INFO][app_logger.py::add_to_log(116)] [worker.py:_discover_new_items(411)]: Working on new task message: message_id - 1704711595976-0, message_args - {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061","algorithmId":"algo:aiverify.stock.robustness_toolbox:robustness_toolbox","algorithmArgs":{"annotated_ground_truth_path":"/app/aiverify/uploads/data/test_with_groundtruth.sav"},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}
2024-01-08 18:59:55,979 [INFO][app_logger.py::add_to_log(116)] [worker.py:_discover_new_items(411)]: Working on new task message: message_id - 1704711595978-0, message_args - {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062","algorithmId":"algo:aiverify.stock.fairness_metrics_toolbox_for_classification:fairness_metrics_toolbox_for_classification","algorithmArgs":{"sensitive_feature":["gender_id"],"annotated_labels_path":"/app/aiverify/uploads/data/output_file.sav","file_name_label":"NA"},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}
[task.py:process(151)]: Task has received notification to process: {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060","algorithmId":"algo:aiverify.stock.shap_toolbox:shap_toolbox","algorithmArgs":{"explain_type":"global","background_path":"/app/aiverify/uploads/data/test_with_groundtruth.sav","background_samples":25,"data_samples":25},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}
[task.py:process(151)]: Task has received notification to process: {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061","algorithmId":"algo:aiverify.stock.robustness_toolbox:robustness_toolbox","algorithmArgs":{"annotated_ground_truth_path":"/app/aiverify/uploads/data/test_with_groundtruth.sav"},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}
[task.py:process(151)]: Task has received notification to process: {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062","algorithmId":"algo:aiverify.stock.fairness_metrics_toolbox_for_classification:fairness_metrics_toolbox_for_classification","algorithmArgs":{"sensitive_feature":["gender_id"],"annotated_labels_path":"/app/aiverify/uploads/data/output_file.sav","file_name_label":"NA"},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}
2024-01-08 18:59:56,007 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:run_task_processing_in_process(66)]: The task validation is successful: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060
2024-01-08 18:59:56,007 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:run_task_processing_in_process(71)]: Working on task: message_id 1704711595975-0, message_args {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060","algorithmId":"algo:aiverify.stock.shap_toolbox:shap_toolbox","algorithmArgs":{"explain_type":"global","background_path":"/app/aiverify/uploads/data/test_with_groundtruth.sav","background_samples":25,"data_samples":25},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}, task_type: TaskType.NEW
2024-01-08 18:59:56,007 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_status(146)]: The current task has changed status to TaskStatus.RUNNING
2024-01-08 18:59:56,007 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:process_new_task(110)]: Sending task update
2024-01-08 18:59:56,009 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:run_task_processing_in_process(66)]: The task validation is successful: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061
2024-01-08 18:59:56,009 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:run_task_processing_in_process(66)]: The task validation is successful: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062
2024-01-08 18:59:56,009 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:run_task_processing_in_process(71)]: Working on task: message_id 1704711595976-0, message_args {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061","algorithmId":"algo:aiverify.stock.robustness_toolbox:robustness_toolbox","algorithmArgs":{"annotated_ground_truth_path":"/app/aiverify/uploads/data/test_with_groundtruth.sav"},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}, task_type: TaskType.NEW
2024-01-08 18:59:56,010 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_status(146)]: The current task has changed status to TaskStatus.RUNNING
2024-01-08 18:59:56,010 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:run_task_processing_in_process(71)]: Working on task: message_id 1704711595978-0, message_args {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062","algorithmId":"algo:aiverify.stock.fairness_metrics_toolbox_for_classification:fairness_metrics_toolbox_for_classification","algorithmArgs":{"sensitive_feature":["gender_id"],"annotated_labels_path":"/app/aiverify/uploads/data/output_file.sav","file_name_label":"NA"},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}, task_type: TaskType.NEW
2024-01-08 18:59:56,010 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:process_new_task(110)]: Sending task update
2024-01-08 18:59:56,010 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_status(146)]: The current task has changed status to TaskStatus.RUNNING
2024-01-08 18:59:56,010 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:process_new_task(110)]: Sending task update
2024-01-08 18:59:56,010 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:detect_pipeline(30)]: Attempting to detect pipeline model from the given path
2024-01-08 18:59:56,011 [INFO][log_utils.py::log_message(31)] [pipeline_manager.py:read_pipeline_path(55)]: Attempting to read pipeline: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,011 [INFO][log_utils.py::log_message(31)] [pipeline_manager.py:read_pipeline_path(83)]: Pipeline validation successful
2024-01-08 18:59:56,012 [ERROR][log_utils.py::log_message(37)] [pipeline_manager.py:read_pipeline_path(101)]: There was an error getting pipeline files in the folder
2024-01-08 18:59:56,012 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:_load_instances(277)]: Unable to find pipeline model. Loading non-pipeline instances
2024-01-08 18:59:56,012 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(56)]: Attempting to read data: /app/aiverify/uploads/data/test.sav
2024-01-08 18:59:56,012 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(81)]: Data validation successful
2024-01-08 18:59:56,013 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(89)]: Attempting to deserialize data: /app/aiverify/uploads/data/test.sav
2024-01-08 18:59:56,013 [INFO][app_logger.py::add_to_log(116)] [task.py:_send_task_update(278)]: Task has received notification to send task update
2024-01-08 18:59:56,013 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:detect_pipeline(30)]: Attempting to detect pipeline model from the given path
2024-01-08 18:59:56,013 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:detect_pipeline(30)]: Attempting to detect pipeline model from the given path
2024-01-08 18:59:56,014 [INFO][log_utils.py::log_message(31)] [pipeline_manager.py:read_pipeline_path(55)]: Attempting to read pipeline: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,014 [INFO][log_utils.py::log_message(31)] [pipeline_manager.py:read_pipeline_path(55)]: Attempting to read pipeline: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,014 [INFO][log_utils.py::log_message(31)] [pipeline_manager.py:read_pipeline_path(83)]: Pipeline validation successful
2024-01-08 18:59:56,014 [INFO][log_utils.py::log_message(31)] [pipeline_manager.py:read_pipeline_path(83)]: Pipeline validation successful
2024-01-08 18:59:56,015 [ERROR][log_utils.py::log_message(37)] [pipeline_manager.py:read_pipeline_path(101)]: There was an error getting pipeline files in the folder
2024-01-08 18:59:56,015 [ERROR][log_utils.py::log_message(37)] [pipeline_manager.py:read_pipeline_path(101)]: There was an error getting pipeline files in the folder
2024-01-08 18:59:56,015 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:_load_instances(277)]: Unable to find pipeline model. Loading non-pipeline instances
2024-01-08 18:59:56,015 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:_load_instances(277)]: Unable to find pipeline model. Loading non-pipeline instances
2024-01-08 18:59:56,015 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(56)]: Attempting to read data: /app/aiverify/uploads/data/test.sav
2024-01-08 18:59:56,015 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(56)]: Attempting to read data: /app/aiverify/uploads/data/test.sav
2024-01-08 18:59:56,015 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(81)]: Data validation successful
2024-01-08 18:59:56,015 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(81)]: Data validation successful
2024-01-08 18:59:56,015 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(89)]: Attempting to deserialize data: /app/aiverify/uploads/data/test.sav
2024-01-08 18:59:56,015 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(89)]: Attempting to deserialize data: /app/aiverify/uploads/data/test.sav
2024-01-08 18:59:56,015 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_update(614)]: The update sent successfully: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060:{'type': 'TaskResponse', 'status': 'Running', 'elapsedTime': 0, 'startTime': '2024-01-08T18:59:56.006559', 'output': '""', 'logFile': '/app/aiverify/test-engine-app/logs/task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060.log', 'taskProgress': 0}
2024-01-08 18:59:56,016 [INFO][app_logger.py::add_to_log(116)] [task.py:_send_task_update(278)]: Task has received notification to send task update
2024-01-08 18:59:56,016 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(157)]: Consolidation results: {pandasdata.Plugin object at 0x7f3abbd9bf10} {class 'pickleserializer.Plugin'}
2024-01-08 18:59:56,016 [INFO][app_logger.py::add_to_log(116)] [task.py:_send_task_update(278)]: Task has received notification to send task update
2024-01-08 18:59:56,016 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(181)]: Supported data format: DataPluginType.PANDAS[SerializerPluginType.PICKLE]
2024-01-08 18:59:56,017 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_data(75)]: Data Instance: {pandasdata.Plugin object at 0x7f3abbd9bf10}, Data Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,017 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(51)]: Attempting to read model: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,017 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(78)]: Model validation successful
2024-01-08 18:59:56,017 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(84)]: Attempting to deserialize model: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,018 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_update(614)]: The update sent successfully: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062:{'type': 'TaskResponse', 'status': 'Running', 'elapsedTime': 0, 'startTime': '2024-01-08T18:59:56.009140', 'output': '""', 'logFile': '/app/aiverify/test-engine-app/logs/task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062.log', 'taskProgress': 0}
2024-01-08 18:59:56,018 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_update(614)]: The update sent successfully: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061:{'type': 'TaskResponse', 'status': 'Running', 'elapsedTime': 0, 'startTime': '2024-01-08T18:59:56.009015', 'output': '""', 'logFile': '/app/aiverify/test-engine-app/logs/task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061.log', 'taskProgress': 0}
2024-01-08 18:59:56,019 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(157)]: Consolidation results: {pandasdata.Plugin object at 0x7f2e3770a7d0} {class 'pickleserializer.Plugin'}
2024-01-08 18:59:56,019 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(157)]: Consolidation results: {pandasdata.Plugin object at 0x7f8cfb481450} {class 'pickleserializer.Plugin'}
2024-01-08 18:59:56,019 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(181)]: Supported data format: DataPluginType.PANDAS[SerializerPluginType.PICKLE]
2024-01-08 18:59:56,019 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_data(75)]: Data Instance: {pandasdata.Plugin object at 0x7f2e3770a7d0}, Data Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,019 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(181)]: Supported data format: DataPluginType.PANDAS[SerializerPluginType.PICKLE]
2024-01-08 18:59:56,019 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_data(75)]: Data Instance: {pandasdata.Plugin object at 0x7f8cfb481450}, Data Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,019 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(51)]: Attempting to read model: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,019 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(78)]: Model validation successful
2024-01-08 18:59:56,019 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(51)]: Attempting to read model: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,019 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(84)]: Attempting to deserialize model: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,020 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(78)]: Model validation successful
2024-01-08 18:59:56,020 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(84)]: Attempting to deserialize model: /app/aiverify/uploads/model/xgb_model_check.pkl
2024-01-08 18:59:56,084 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(107)]: Attempting to identify model format: {class 'xgboost.sklearn.XGBClassifier'}
2024-01-08 18:59:56,084 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(117)]: Supported model format: {class 'xgboost.sklearn.XGBClassifier'}, ModelPluginType.XGBOOST[xgboost.sklearn.XGBClassifier]
2024-01-08 18:59:56,117 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_model(201)]: Model Instance: {xgboostmodel.Plugin object at 0x7f3abbdfba90}, Model Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,117 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(56)]: Attempting to read data: /app/aiverify/uploads/data/test_with_groundtruth.sav
2024-01-08 18:59:56,117 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(81)]: Data validation successful
2024-01-08 18:59:56,117 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(89)]: Attempting to deserialize data: /app/aiverify/uploads/data/test_with_groundtruth.sav
2024-01-08 18:59:56,117 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(107)]: Attempting to identify model format: {class 'xgboost.sklearn.XGBClassifier'}
2024-01-08 18:59:56,118 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(117)]: Supported model format: {class 'xgboost.sklearn.XGBClassifier'}, ModelPluginType.XGBOOST[xgboost.sklearn.XGBClassifier]
2024-01-08 18:59:56,119 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_model(201)]: Model Instance: {xgboostmodel.Plugin object at 0x7f2e48ebb990}, Model Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,119 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(56)]: Attempting to read data: /app/aiverify/uploads/data/test_with_groundtruth.sav
2024-01-08 18:59:56,119 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(81)]: Data validation successful
2024-01-08 18:59:56,119 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(89)]: Attempting to deserialize data: /app/aiverify/uploads/data/test_with_groundtruth.sav
2024-01-08 18:59:56,121 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(157)]: Consolidation results: {pandasdata.Plugin object at 0x7f2e4e3a1310} {class 'pickleserializer.Plugin'}
2024-01-08 18:59:56,121 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(181)]: Supported data format: DataPluginType.PANDAS[SerializerPluginType.PICKLE]
2024-01-08 18:59:56,121 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_ground_truth(259)]: GroundTruth Instance: {pandasdata.Plugin object at 0x7f2e4e3a1310}, GroundTruth Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,125 [ERROR][log_utils.py::log_message(37)] [algorithm_manager.py:get_algorithm(126)]: There was an error getting algorithm instance (not found): algo:aiverify.stock.robustness_toolbox:robustness_toolbox
2024-01-08 18:59:56,125 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:get_plugin_instance(112)]: Attempting to find algo:aiverify.stock.robustness_toolbox:robustness_toolbox in the algorithm registry
2024-01-08 18:59:56,127 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:get_plugin_instance(141)]: algo:aiverify.stock.robustness_toolbox:robustness_toolbox is in the algorithm registry. Attempting to re-discover algorithm
2024-01-08 18:59:56,129 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(157)]: Consolidation results: {pandasdata.Plugin object at 0x7f3abbd9be50} {class 'pickleserializer.Plugin'}
2024-01-08 18:59:56,129 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(181)]: Supported data format: DataPluginType.PANDAS[SerializerPluginType.PICKLE]
2024-01-08 18:59:56,129 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_ground_truth(259)]: GroundTruth Instance: {pandasdata.Plugin object at 0x7f3abbd9be50}, GroundTruth Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,134 [INFO][robustness_toolbox.py::add_to_log(205)] Setup completed
2024-01-08 18:59:56,134 [ERROR][log_utils.py::log_message(37)] [algorithm_manager.py:get_algorithm(126)]: There was an error getting algorithm instance (not found): algo:aiverify.stock.shap_toolbox:shap_toolbox
2024-01-08 18:59:56,134 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:get_plugin_instance(112)]: Attempting to find algo:aiverify.stock.shap_toolbox:shap_toolbox in the algorithm registry
2024-01-08 18:59:56,136 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:get_plugin_instance(141)]: algo:aiverify.stock.shap_toolbox:shap_toolbox is in the algorithm registry. Attempting to re-discover algorithm
2024-01-08 18:59:56,138 [ERROR][robustness_toolbox.py::add_to_log(209)] The algorithm has failed input schema validation.                     The input must adhere to the schema in input.schema.json: {'annotated_ground_truth_path': '/app/aiverify/uploads/data/test_with_groundtruth.sav', 'file_name_label': None}
2024-01-08 18:59:56,138 [WARNING][app_logger.py::add_to_log(121)] [task_processing.py:process_new_task(189)]: The task terminated: Unable to get algorithm instance: There was an error loading algorithm: There was an error encountered getting algorithm instance (exception): The algorithm has failed input schema validation.                  The input must adhere to the schema in input.schema.json
2024-01-08 18:59:56,139 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_progress(114)]: The current task completion progress is 100
2024-01-08 18:59:56,139 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_status(146)]: The current task has changed status to TaskStatus.ERROR
2024-01-08 18:59:56,144 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(107)]: Attempting to identify model format: {class 'xgboost.sklearn.XGBClassifier'}
2024-01-08 18:59:56,145 [INFO][log_utils.py::log_message(31)] [model_manager.py:read_model_file(117)]: Supported model format: {class 'xgboost.sklearn.XGBClassifier'}, ModelPluginType.XGBOOST[xgboost.sklearn.XGBClassifier]
2024-01-08 18:59:56,145 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_model(201)]: Model Instance: {xgboostmodel.Plugin object at 0x7f8cfb44fc50}, Model Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,145 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(56)]: Attempting to read data: /app/aiverify/uploads/data/test_with_groundtruth.sav
2024-01-08 18:59:56,145 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(81)]: Data validation successful
2024-01-08 18:59:56,146 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(89)]: Attempting to deserialize data: /app/aiverify/uploads/data/test_with_groundtruth.sav
[18:59:56] WARNING: ../src/learner.cc:553:
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.

2024-01-08 18:59:56,147 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(157)]: Consolidation results: {pandasdata.Plugin object at 0x7f8cf1cd05d0} {class 'pickleserializer.Plugin'}
2024-01-08 18:59:56,147 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(181)]: Supported data format: DataPluginType.PANDAS[SerializerPluginType.PICKLE]
2024-01-08 18:59:56,147 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_ground_truth(259)]: GroundTruth Instance: {pandasdata.Plugin object at 0x7f8cf1cd05d0}, GroundTruth Deserializer: SerializerPluginType.PICKLE
2024-01-08 18:59:56,150 [ERROR][log_utils.py::log_message(37)] [algorithm_manager.py:get_algorithm(126)]: There was an error getting algorithm instance (not found): algo:aiverify.stock.fairness_metrics_toolbox_for_classification:fairness_metrics_toolbox_for_classification
2024-01-08 18:59:56,151 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:get_plugin_instance(112)]: Attempting to find algo:aiverify.stock.fairness_metrics_toolbox_for_classification:fairness_metrics_toolbox_for_classification in the algorithm registry
2024-01-08 18:59:56,153 [INFO][app_logger.py::add_to_log(116)] [plugin_controller.py:get_plugin_instance(141)]: algo:aiverify.stock.fairness_metrics_toolbox_for_classification:fairness_metrics_toolbox_for_classification is in the algorithm registry. Attempting to re-discover algorithm
2024-01-08 18:59:56,156 [INFO][fairness_metrics_toolbox_for_classification.py::add_to_log(199)] Setup completed
2024-01-08 18:59:56,159 [INFO][log_utils.py::log_message(31)] [algorithm_manager.py:get_algorithm(116)]: Supported algorithm: algo:aiverify.stock.fairness_metrics_toolbox_for_classification:fairness_metrics_toolbox_for_classification, PluginType.ALGORITHM
2024-01-08 18:59:56,159 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_algorithm(356)]: Algorithm Instance: {fairness_metrics_toolbox_for_classification.Plugin object at 0x7f8cf1b654d0}
2024-01-08 18:59:56,161 [ERROR][app_logger.py::add_to_log(126)] [worker.py:_discover_new_items(442)]: The new stream message processed failed: message_id - 1704711595976-0, message_args - {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061","algorithmId":"algo:aiverify.stock.robustness_toolbox:robustness_toolbox","algorithmArgs":{"annotated_ground_truth_path":"/app/aiverify/uploads/data/test_with_groundtruth.sav"},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}, error_messages - Unable to get algorithm instance: There was an error loading algorithm: There was an error encountered getting algorithm instance (exception): The algorithm has failed input schema validation.                  The input must adhere to the schema in input.schema.json
2024-01-08 18:59:56,162 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_update(614)]: The update sent successfully: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061:{'type': 'TaskResponse', 'status': 'Error', 'elapsedTime': 0, 'startTime': '2024-01-08T18:59:56.009015', 'output': '', 'errorMessages': '[{"category": "SYSTEM_ERROR", "code": "CSYSx00146", "description": "Task Terminated: Unable to get algorithm instance: There was an error loading algorithm: There was an error encountered getting algorithm instance (exception): The algorithm has failed input schema validation.                  The input must adhere to the schema in input.schema.json", "severity": "warning", "component": "task_processing.py"}]', 'logFile': '/app/aiverify/test-engine-app/logs/task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7061.log', 'taskProgress': 100}
2024-01-08 18:59:56,163 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_acknowledgement(659)]: The acknowledgement sent successfully - 1704711595976-0
2024-01-08 18:59:56,163 [INFO][app_logger.py::add_to_log(116)] [task.py:cleanup(104)]: The system has received notification to clean up task
Traceback (most recent call last):
  File "/app/aiverify/ai-verify-portal/plugins/aiverify.stock.fairness-metrics-toolbox-for-classification/algorithms/fairness_metrics_toolbox_for_classification/fairness_metrics_toolbox_for_classification.py", line 371, in generate
    self._data_sensitive_feature_np = self._data[self._sensitive_feature].to_numpy()
                                      ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/app/aiverify/venv/lib/python3.11/site-packages/pandas/core/frame.py", line 3813, in __getitem__
    indexer = self.columns._get_indexer_strict(key, "columns")[1]
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/app/aiverify/venv/lib/python3.11/site-packages/pandas/core/indexes/base.py", line 6070, in _get_indexer_strict
    self._raise_if_missing(keyarr, indexer, axis_name)
  File "/app/aiverify/venv/lib/python3.11/site-packages/pandas/core/indexes/base.py", line 6130, in _raise_if_missing
    raise KeyError(f"None of [{key}] are in the [{axis_name}]")
KeyError: "None of [Index(['gender_id'], dtype='object')] are in the [columns]"
2024-01-08 18:59:56,167 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_progress(114)]: The current task completion progress is 100
2024-01-08 18:59:56,169 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:process_new_task(147)]: The raw task results: {'results': [0]}
2024-01-08 18:59:56,170 [INFO][app_logger.py::add_to_log(116)] [task.py:_send_task_update(278)]: Task has received notification to send task update
2024-01-08 18:59:56,172 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_update(614)]: The update sent successfully: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062:{'type': 'TaskResponse', 'status': 'Running', 'elapsedTime': 0, 'startTime': '2024-01-08T18:59:56.009140', 'output': '""', 'logFile': '/app/aiverify/test-engine-app/logs/task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062.log', 'taskProgress': 100}
2024-01-08 18:59:56,175 [ERROR][app_logger.py::add_to_log(126)] [task_processing.py:process_new_task(167)]: Failed output schema validation: Task Results: {'results': [0]}
2024-01-08 18:59:56,175 [WARNING][app_logger.py::add_to_log(121)] [task_processing.py:process_new_task(189)]: The task terminated: The algorithm output schema validation failed
2024-01-08 18:59:56,176 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_progress(114)]: The current task completion progress is 100
2024-01-08 18:59:56,176 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_status(146)]: The current task has changed status to TaskStatus.ERROR
[18:59:56] WARNING: ../src/learner.cc:553:
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.

2024-01-08 18:59:56,191 [ERROR][app_logger.py::add_to_log(126)] [worker.py:_discover_new_items(442)]: The new stream message processed failed: message_id - 1704711595978-0, message_args - {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062","algorithmId":"algo:aiverify.stock.fairness_metrics_toolbox_for_classification:fairness_metrics_toolbox_for_classification","algorithmArgs":{"sensitive_feature":["gender_id"],"annotated_labels_path":"/app/aiverify/uploads/data/output_file.sav","file_name_label":"NA"},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}, error_messages - The algorithm output schema validation failed
2024-01-08 18:59:56,193 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_update(614)]: The update sent successfully: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062:{'type': 'TaskResponse', 'status': 'Error', 'elapsedTime': 0, 'startTime': '2024-01-08T18:59:56.009140', 'output': '', 'errorMessages': '[{"category": "SYSTEM_ERROR", "code": "CSYSx00146", "description": "Task Terminated: The algorithm output schema validation failed", "severity": "warning", "component": "task_processing.py"}]', 'logFile': '/app/aiverify/test-engine-app/logs/task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7062.log', 'taskProgress': 100}
2024-01-08 18:59:56,193 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_acknowledgement(659)]: The acknowledgement sent successfully - 1704711595978-0
2024-01-08 18:59:56,193 [INFO][app_logger.py::add_to_log(116)] [task.py:cleanup(104)]: The system has received notification to clean up task
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_clustering.py:34: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_clustering.py:53: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_clustering.py:62: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_clustering.py:68: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_clustering.py:76: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/links.py:4: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/links.py:9: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/links.py:14: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/links.py:19: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_masked_model.py:362: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit # we can't use this when using a custom link function...
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_masked_model.py:384: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_masked_model.py:427: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/utils/_masked_model.py:438: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/maskers/_tabular.py:185: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/maskers/_tabular.py:196: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/maskers/_image.py:174: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
/app/aiverify/venv/lib/python3.11/site-packages/shap/explainers/_partition.py:675: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @jit
The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
2024-01-08 18:59:56,473 [INFO][shap_toolbox.py::add_to_log(207)] Setup completed
2024-01-08 18:59:56,475 [INFO][log_utils.py::log_message(31)] [algorithm_manager.py:get_algorithm(116)]: Supported algorithm: algo:aiverify.stock.shap_toolbox:shap_toolbox, PluginType.ALGORITHM
2024-01-08 18:59:56,475 [INFO][app_logger.py::add_to_log(116)] [stream_processing.py:load_algorithm(356)]: Algorithm Instance: {shap_toolbox.Plugin object at 0x7f3a94f71790}
2024-01-08 18:59:56,475 [INFO][shap_toolbox.py::add_to_log(207)] Validated plugin input arguments - Background Path: /app/aiverify/uploads/data/test_with_groundtruth.sav,Background Samples: 25,Data Samples: 25,Explain Type: global
2024-01-08 18:59:56,475 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(56)]: Attempting to read data: /app/aiverify/uploads/data/test_with_groundtruth.sav
2024-01-08 18:59:56,475 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(81)]: Data validation successful
2024-01-08 18:59:56,475 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(89)]: Attempting to deserialize data: /app/aiverify/uploads/data/test_with_groundtruth.sav
2024-01-08 18:59:56,477 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(157)]: Consolidation results: {pandasdata.Plugin object at 0x7f3a95220b50} {class 'pickleserializer.Plugin'}
2024-01-08 18:59:56,477 [INFO][log_utils.py::log_message(31)] [data_manager.py:read_data(181)]: Supported data format: DataPluginType.PANDAS[SerializerPluginType.PICKLE]
2024-01-08 18:59:56,477 [INFO][shap_toolbox.py::add_to_log(207)] Background Instance - <pandasdata.Plugin object at 0x7f3a95220b50>,Background Serializer - <class 'pickleserializer.Plugin'>
2024-01-08 18:59:56,885 [INFO][shap_toolbox.py::add_to_log(207)] Explainer Name: <shap.explainers._tree.Tree object at 0x7f3a9c06e550>
ntree_limit is deprecated, use `iteration_range` or model slicing instead.
2024-01-08 18:59:56,904 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_progress(114)]: The current task completion progress is 100
2024-01-08 18:59:56,907 [INFO][app_logger.py::add_to_log(116)] [task_processing.py:process_new_task(147)]: The raw task results: {'feature_names': ['exp_0', 'exp_1', 'exp_2', 'exp_3', 'exp_4', 'exp_5', 'exp_6', 'exp_7', 'exp_8', 'exp_9', 'exp_10', 'exp_11', 'exp_12', 'exp_13', 'exp_14', 'exp_15', 'exp_16', 'exp_17', 'exp_18', 'jobfunction_0', 'jobfunction_1', 'jobfunction_2', 'jobfunction_3', 'jobfunction_4', 'jobfunction_5', 'jobfunction_6', 'jobfunction_7', 'jobfunction_8', 'jobfunction_9', 'jobfunction_10', 'jobfunction_11', 'jobfunction_12', 'jobfunction_13', 'jobfunction_14', 'jobfunction_15', 'jobfunction_16', 'jobfunction_17', 'jobfunction_18', 'jobfunction_19', 'jobfunction_20', 'jobfunction_21', 'jobfunction_22', 'jobfunction_23', 'jobfunction_24', 'jobfunction_25', 'education_0', 'education_1', 'education_2', 'education_3', 'education_4', 'education_5', 'education_6', 'education_7', 'education_8', 'education_9', 'education_10', 'skill_0'], 'results': {'num_local_classes': 1, 'local': [[[0.08383999764919281, 0.07593395560979843, -0.05133870616555214, -0.05508836358785629, -0.36158642172813416, -0.027712350711226463, 0.17491698265075684, -0.05387619510293007, -0.008709155023097992, 0.06255345791578293, -0.027292760089039803, 0.10064113885164261, 0.004433377180248499, -0.032339442521333694, 0.0013114848406985402, 0.0008052013581618667, 0.43336519598960876, -0.006969465408474207, -0.09076571464538574, 0.01132265105843544, -5.588532440015115e-05, -3.445506990829017e-06, 0.0, 0.0005160226719453931, 0.0, -6.29634359938791e-06, -0.040549516677856445, -0.0035115613136440516, -0.04812111333012581, 0.0, -6.24021195108071e-05, -0.015906937420368195, -0.0011398682836443186, 5.319326191965956e-06, -0.0014089513570070267, 7.938555063446984e-05, 0.003767132991924882, 0.005238421726971865, -0.006246764678508043, 0.006747786421328783, 0.0, -0.0050362185575068, 0.0, 0.0027854980435222387, 0.0016459523467347026, -0.0482286661863327, 0.18958136439323425, 0.0017894002376124263, -0.0022454485297203064, -0.0009663886739872396, -0.002075452823191881, 0.0006508103688247502, 0.1359046995639801, 0.013484934344887733, -0.015339727513492107, 0.0024625437799841166, -0.08742059767246246]]], 'single_explainer_values': [-0.020304229110479355], 'single_shap_values': [[0.08383999764919281, 0.07593395560979843, -0.05133870616555214, -0.05508836358785629, -0.36158642172813416, -0.027712350711226463, 0.17491698265075684, -0.05387619510293007, -0.008709155023097992, 0.06255345791578293, -0.027292760089039803, 0.10064113885164261, 0.004433377180248499, -0.032339442521333694, 0.0013114848406985402, 0.0008052013581618667, 0.43336519598960876, -0.006969465408474207, -0.09076571464538574, 0.01132265105843544, -5.588532440015115e-05, -3.445506990829017e-06, 0.0, 0.0005160226719453931, 0.0, -6.29634359938791e-06, -0.040549516677856445, -0.0035115613136440516, -0.04812111333012581, 0.0, -6.24021195108071e-05, -0.015906937420368195, -0.0011398682836443186, 5.319326191965956e-06, -0.0014089513570070267, 7.938555063446984e-05, 0.003767132991924882, 0.005238421726971865, -0.006246764678508043, 0.006747786421328783, 0.0, -0.0050362185575068, 0.0, 0.0027854980435222387, 0.0016459523467347026, -0.0482286661863327, 0.18958136439323425, 0.0017894002376124263, -0.0022454485297203064, -0.0009663886739872396, -0.002075452823191881, 0.0006508103688247502, 0.1359046995639801, 0.013484934344887733, -0.015339727513492107, 0.0024625437799841166, -0.08742059767246246]], 'global_shap_values': [[[-0.06250341236591339, -0.0023070841562002897, -0.0002964320592582226, -0.012733306735754013, 0.06672067940235138, -0.03321472927927971, -0.3705095946788788, 0.14878962934017181, -0.009678716771304607, -0.00816651713103056, 0.05721322074532509, 0.08682425320148468, -0.012457520700991154, -0.048219967633485794, -0.0009264980908483267, -1.2018812412861735e-05, -0.07501286268234253, -0.003276331815868616, 0.08729970455169678, -0.03174174204468727, -3.6674467992270365e-05, -1.333571958639368e-06, 0.0, 0.000610947550740093, 0.0, -6.783129720133729e-06, -0.021984810009598732, -0.0019823804032057524, -0.01904185488820076, 0.0, -9.198060433845967e-05, 0.0031026750802993774, -0.001549738459289074, 5.319326191965956e-06, -0.0015376241644844413, 8.214901754399762e-05, 0.007881347090005875, 0.005538581870496273, -0.007643284276127815, 0.006161777302622795, 0.0, -0.003687555668875575, 0.0, 0.004091072361916304, 0.002497872104868293, 0.006240139715373516, 0.11975578963756561, -0.008582675829529762, -0.0023415100295096636, -0.000980070442892611, -0.0021778156515210867, 0.0007472255383618176, -0.008482096716761589, -0.39619365334510803, -0.06672084331512451, 0.0032776102889329195, -0.06181599199771881], [-0.040896836668252945, 0.014474228024482727, -0.010655038058757782, 0.00185336300637573, -0.02005070634186268, 0.01186456996947527, -0.16435162723064423, 0.1557704210281372, -0.011004152707755566, 0.02222595363855362, 0.004497756715863943, 0.07698530703783035, 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2024-01-08 18:59:56,907 [INFO][app_logger.py::add_to_log(116)] [task.py:_send_task_update(278)]: Task has received notification to send task update
2024-01-08 18:59:56,909 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_update(614)]: The update sent successfully: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060:{'type': 'TaskResponse', 'status': 'Running', 'elapsedTime': 0, 'startTime': '2024-01-08T18:59:56.006559', 'output': '""', 'logFile': '/app/aiverify/test-engine-app/logs/task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060.log', 'taskProgress': 100}
2024-01-08 18:59:56,932 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_results(85)]: The current task has received the following results: {'feature_names': ['exp_0', 'exp_1', 'exp_2', 'exp_3', 'exp_4', 'exp_5', 'exp_6', 'exp_7', 'exp_8', 'exp_9', 'exp_10', 'exp_11', 'exp_12', 'exp_13', 'exp_14', 'exp_15', 'exp_16', 'exp_17', 'exp_18', 'jobfunction_0', 'jobfunction_1', 'jobfunction_2', 'jobfunction_3', 'jobfunction_4', 'jobfunction_5', 'jobfunction_6', 'jobfunction_7', 'jobfunction_8', 'jobfunction_9', 'jobfunction_10', 'jobfunction_11', 'jobfunction_12', 'jobfunction_13', 'jobfunction_14', 'jobfunction_15', 'jobfunction_16', 'jobfunction_17', 'jobfunction_18', 'jobfunction_19', 'jobfunction_20', 'jobfunction_21', 'jobfunction_22', 'jobfunction_23', 'jobfunction_24', 'jobfunction_25', 'education_0', 'education_1', 'education_2', 'education_3', 'education_4', 'education_5', 'education_6', 'education_7', 'education_8', 'education_9', 'education_10', 'skill_0'], 'results': 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2024-01-08 18:59:56,932 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_progress(114)]: The current task completion progress is 100
2024-01-08 18:59:56,932 [INFO][app_logger.py::add_to_log(116)] [task_result.py:set_status(146)]: The current task has changed status to TaskStatus.SUCCESS
[18:59:56] WARNING: ../src/learner.cc:553:
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.

2024-01-08 18:59:56,961 [INFO][app_logger.py::add_to_log(116)] [worker.py:_discover_new_items(433)]: The new stream message processed successfully: message_id - 1704711595975-0, message_args - {"mode":"upload","id":"task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060","algorithmId":"algo:aiverify.stock.shap_toolbox:shap_toolbox","algorithmArgs":{"explain_type":"global","background_path":"/app/aiverify/uploads/data/test_with_groundtruth.sav","background_samples":25,"data_samples":25},"testDataset":"/app/aiverify/uploads/data/test.sav","modelFile":"/app/aiverify/uploads/model/xgb_model_check.pkl","groundTruthDataset":"/app/aiverify/uploads/data/test_with_groundtruth.sav","modelType":"classification","groundTruth":"shortlisted"}
2024-01-08 18:59:56,969 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_update(614)]: The update sent successfully: task:659bd37c5f1b958fa3164e6b-659bd5ab7cb9279494af7060:{'type': 'TaskResponse', 'status': 'Success', 'elapsedTime': 0, 'startTime': '2024-01-08T18:59:56.006559', 'output': '{"feature_names": ["exp_0", "exp_1", "exp_2", "exp_3", "exp_4", "exp_5", "exp_6", "exp_7", "exp_8", "exp_9", "exp_10", "exp_11", "exp_12", "exp_13", "exp_14", "exp_15", "exp_16", "exp_17", "exp_18", "jobfunction_0", "jobfunction_1", "jobfunction_2", "jobfunction_3", "jobfunction_4", "jobfunction_5", "jobfunction_6", "jobfunction_7", "jobfunction_8", "jobfunction_9", "jobfunction_10", "jobfunction_11", "jobfunction_12", "jobfunction_13", "jobfunction_14", "jobfunction_15", "jobfunction_16", "jobfunction_17", "jobfunction_18", "jobfunction_19", "jobfunction_20", "jobfunction_21", "jobfunction_22", "jobfunction_23", "jobfunction_24", "jobfunction_25", "education_0", "education_1", "education_2", 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2024-01-08 18:59:56,969 [INFO][app_logger.py::add_to_log(116)] [worker.py:_send_acknowledgement(659)]: The acknowledgement sent successfully - 1704711595975-0
2024-01-08 18:59:56,969 [INFO][app_logger.py::add_to_log(116)] [task.py:cleanup(104)]: The system has received notification to clean up task