Rasa doesn't work as expected when using a model generated on macOS on Amazon Linux

Hello everyone,

I’m relatively new to Rasa, having used it for the past month or two, and I’m excited to announce that I’m in the process of deploying my first bot to production. I’ve been trying to host it on AWS Lightsail, and while I know this might not be a specific Rasa-related question, I’m wondering if anyone else has experience with this setup.

Initially, I attempted to deploy using just the Rasa Docker image, but I encountered an issue where the deployment failed due to it “taking too long,” even though Rasa itself started up quickly. This error has been puzzling me.

In my second attempt, I added an Nginx server on top of it. This setup seems to be functioning, as I can see “Hello from Rasa: 3.6.4” when I access the URL. However, I’m encountering a HTTP 400 error from the Twilio webhook, and frustratingly, I can’t seem to find the reason for this error in the logs, even when using the --debug flag.

I’m running out of time and options, so if anyone has any insights or ideas to help me succeed, I would greatly appreciate your assistance. Thank you in advance for your support!

These are the logs from the nginx container service, as per see it seems to be working fine, aside from Failed to load ABCMeta from model storage messages:

[12/Sep/2023:15:35:40] [deployment:30] Creating your deployment

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/rasa/core/tracker_store.py:1042: MovedIn20Warning: Deprecated API features detected! These feature(s) are not compatible with SQLAlchemy 2.0. To prevent incompatible upgrades prior to updating applications, ensure requirements files are pinned to "sqlalchemy<2.0". Set environment variable SQLALCHEMY_WARN_20=1 to show all deprecation warnings. Set environment variable SQLALCHEMY_SILENCE_UBER_WARNING=1 to silence this message. (Background on SQLAlchemy 2.0 at: https://sqlalche.me/e/b8d9)

[12/Sep/2023:15:37:25] Base: DeclarativeMeta = declarative_base()

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/rasa/shared/utils/validation.py:134: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html

[12/Sep/2023:15:37:25] import pkg_resources

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('google')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('mpl_toolkits')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('ruamel')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('ruamel.yaml')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:25] 2023-09-12 15:37:25 DEBUG rasa.cli.utils - Parameter 'credentials' not set. Using default location 'credentials.yml' instead.

[12/Sep/2023:15:37:25] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/sanic_cors/extension.py:39: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

[12/Sep/2023:15:37:25] SANIC_VERSION = LooseVersion(sanic_version)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/rasa/core/tracker_store.py:1042: MovedIn20Warning: Deprecated API features detected! These feature(s) are not compatible with SQLAlchemy 2.0. To prevent incompatible upgrades prior to updating applications, ensure requirements files are pinned to "sqlalchemy<2.0". Set environment variable SQLALCHEMY_WARN_20=1 to show all deprecation warnings. Set environment variable SQLALCHEMY_SILENCE_UBER_WARNING=1 to silence this message. (Background on SQLAlchemy 2.0 at: https://sqlalche.me/e/b8d9)

[12/Sep/2023:15:37:25] Base: DeclarativeMeta = declarative_base()

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/rasa/core/tracker_store.py:1042: MovedIn20Warning: Deprecated API features detected! These feature(s) are not compatible with SQLAlchemy 2.0. To prevent incompatible upgrades prior to updating applications, ensure requirements files are pinned to "sqlalchemy<2.0". Set environment variable SQLALCHEMY_WARN_20=1 to show all deprecation warnings. Set environment variable SQLALCHEMY_SILENCE_UBER_WARNING=1 to silence this message. (Background on SQLAlchemy 2.0 at: https://sqlalche.me/e/b8d9)

[12/Sep/2023:15:37:25] Base: DeclarativeMeta = declarative_base()

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/rasa/shared/utils/validation.py:134: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html

[12/Sep/2023:15:37:25] import pkg_resources

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('google')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('mpl_toolkits')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('ruamel')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('ruamel.yaml')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/rasa/shared/utils/validation.py:134: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html

[12/Sep/2023:15:37:25] import pkg_resources

[12/Sep/2023:15:37:25] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('google')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('mpl_toolkits')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] 2023-09-12 15:37:25 DEBUG rasa.cli.utils - Parameter 'credentials' not set. Using default location 'credentials.yml' instead.

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('ruamel')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('ruamel.yaml')`.

[12/Sep/2023:15:37:25] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:25] declare_namespace(pkg)

[12/Sep/2023:15:37:25] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:25] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/sanic_cors/extension.py:39: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

[12/Sep/2023:15:37:25] SANIC_VERSION = LooseVersion(sanic_version)

[12/Sep/2023:15:37:25] 2023-09-12 15:37:25 DEBUG rasa.cli.utils - Parameter 'credentials' not set. Using default location 'credentials.yml' instead.

[12/Sep/2023:15:37:25] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:25] /opt/venv/lib/python3.10/site-packages/sanic_cors/extension.py:39: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

[12/Sep/2023:15:37:25] SANIC_VERSION = LooseVersion(sanic_version)

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/rasa/core/tracker_store.py:1042: MovedIn20Warning: Deprecated API features detected! These feature(s) are not compatible with SQLAlchemy 2.0. To prevent incompatible upgrades prior to updating applications, ensure requirements files are pinned to "sqlalchemy<2.0". Set environment variable SQLALCHEMY_WARN_20=1 to show all deprecation warnings. Set environment variable SQLALCHEMY_SILENCE_UBER_WARNING=1 to silence this message. (Background on SQLAlchemy 2.0 at: https://sqlalche.me/e/b8d9)

[12/Sep/2023:15:37:26] Base: DeclarativeMeta = declarative_base()

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/rasa/shared/utils/validation.py:134: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html

[12/Sep/2023:15:37:26] import pkg_resources

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('google')`.

[12/Sep/2023:15:37:26] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:26] declare_namespace(pkg)

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('mpl_toolkits')`.

[12/Sep/2023:15:37:26] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:26] declare_namespace(pkg)

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('ruamel')`.

[12/Sep/2023:15:37:26] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:26] declare_namespace(pkg)

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/pkg_resources/__init__.py:2871: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('ruamel.yaml')`.

[12/Sep/2023:15:37:26] Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages

[12/Sep/2023:15:37:26] declare_namespace(pkg)

[12/Sep/2023:15:37:26] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:26] 2023-09-12 15:37:26 DEBUG rasa.cli.utils - Parameter 'credentials' not set. Using default location 'credentials.yml' instead.

[12/Sep/2023:15:37:26] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/future/standard_library/__init__.py:65: DeprecationWarning: the imp module is deprecated in favour of importlib and slated for removal in Python 3.12; see the module's documentation for alternative uses

[12/Sep/2023:15:37:26] import imp

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/sanic_cors/extension.py:39: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

[12/Sep/2023:15:37:26] SANIC_VERSION = LooseVersion(sanic_version)

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/future/standard_library/__init__.py:65: DeprecationWarning: the imp module is deprecated in favour of importlib and slated for removal in Python 3.12; see the module's documentation for alternative uses

[12/Sep/2023:15:37:26] import imp

[12/Sep/2023:15:37:26] /opt/venv/lib/python3.10/site-packages/future/standard_library/__init__.py:65: DeprecationWarning: the imp module is deprecated in favour of importlib and slated for removal in Python 3.12; see the module's documentation for alternative uses

[12/Sep/2023:15:37:26] import imp

[12/Sep/2023:15:37:27] /opt/venv/lib/python3.10/site-packages/future/standard_library/__init__.py:65: DeprecationWarning: the imp module is deprecated in favour of importlib and slated for removal in Python 3.12; see the module's documentation for alternative uses

[12/Sep/2023:15:37:27] import imp

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 7 to 5

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 5 to 7

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 7 to 5

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 5 to 7

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 7 to 5

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 5 to 7

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 7 to 5

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 5 to 7

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 7 to 5

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 5 to 7

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 7 to 5

[12/Sep/2023:15:37:27] 2023-09-12 15:37:27 DEBUG h5py._conv - Creating converter from 5 to 7

[12/Sep/2023:15:37:28] 2023-09-12 15:37:28 DEBUG h5py._conv - Creating converter from 7 to 5

[12/Sep/2023:15:37:28] 2023-09-12 15:37:28 DEBUG h5py._conv - Creating converter from 5 to 7

[12/Sep/2023:15:37:28] 2023-09-12 15:37:28 DEBUG h5py._conv - Creating converter from 7 to 5

[12/Sep/2023:15:37:28] 2023-09-12 15:37:28 DEBUG h5py._conv - Creating converter from 5 to 7

[12/Sep/2023:15:37:29] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG sanic.root - Sanic-CORS: Configuring CORS with resources: {'/*': {'origins': ['.*'], 'methods': 'DELETE, GET, HEAD, OPTIONS, PATCH, POST, PUT', 'allow_headers': ['.*'], 'expose_headers': 'filename', 'supports_credentials': True, 'max_age': None, 'send_wildcard': False, 'automatic_options': True, 'vary_header': True, 'resources': {'/*': {'origins': ['*']}}, 'intercept_exceptions': True, 'always_send': True}}

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG rasa.core.utils - Available web server routes:

[12/Sep/2023:15:37:29] /webhooks/rasa GET rasa_core_no_api.custom_webhook_RasaChatInput.health

[12/Sep/2023:15:37:29] /webhooks/rasa/webhook POST rasa_core_no_api.custom_webhook_RasaChatInput.receive

[12/Sep/2023:15:37:29] /webhooks/rest GET rasa_core_no_api.custom_webhook_RestInput.health

[12/Sep/2023:15:37:29] /webhooks/rest/webhook POST rasa_core_no_api.custom_webhook_RestInput.receive

[12/Sep/2023:15:37:29] / GET rasa_core_no_api.hello

[12/Sep/2023:15:37:29] /webhooks/twilio GET rasa_core_no_api.twilio_webhook.health

[12/Sep/2023:15:37:29] /webhooks/twilio/webhook POST rasa_core_no_api.twilio_webhook.message

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 INFO root - Starting Rasa server on http://0.0.0.0:5005

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG rasa.core.utils - Using the default number of Sanic workers (1).

[12/Sep/2023:15:37:29] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG sanic.root - Sanic-CORS: Configuring CORS with resources: {'/*': {'origins': ['.*'], 'methods': 'DELETE, GET, HEAD, OPTIONS, PATCH, POST, PUT', 'allow_headers': ['.*'], 'expose_headers': 'filename', 'supports_credentials': True, 'max_age': None, 'send_wildcard': False, 'automatic_options': True, 'vary_header': True, 'resources': {'/*': {'origins': ['*']}}, 'intercept_exceptions': True, 'always_send': True}}

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG rasa.core.utils - Available web server routes:

[12/Sep/2023:15:37:29] /webhooks/rasa GET rasa_core_no_api.custom_webhook_RasaChatInput.health

[12/Sep/2023:15:37:29] /webhooks/rasa/webhook POST rasa_core_no_api.custom_webhook_RasaChatInput.receive

[12/Sep/2023:15:37:29] /webhooks/rest GET rasa_core_no_api.custom_webhook_RestInput.health

[12/Sep/2023:15:37:29] /webhooks/rest/webhook POST rasa_core_no_api.custom_webhook_RestInput.receive

[12/Sep/2023:15:37:29] / GET rasa_core_no_api.hello

[12/Sep/2023:15:37:29] /webhooks/twilio GET rasa_core_no_api.twilio_webhook.health

[12/Sep/2023:15:37:29] /webhooks/twilio/webhook POST rasa_core_no_api.twilio_webhook.message

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 INFO root - Starting Rasa server on http://0.0.0.0:5005

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG rasa.core.utils - Using the default number of Sanic workers (1).

[12/Sep/2023:15:37:29] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG sanic.root - Sanic-CORS: Configuring CORS with resources: {'/*': {'origins': ['.*'], 'methods': 'DELETE, GET, HEAD, OPTIONS, PATCH, POST, PUT', 'allow_headers': ['.*'], 'expose_headers': 'filename', 'supports_credentials': True, 'max_age': None, 'send_wildcard': False, 'automatic_options': True, 'vary_header': True, 'resources': {'/*': {'origins': ['*']}}, 'intercept_exceptions': True, 'always_send': True}}

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG rasa.core.utils - Available web server routes:

[12/Sep/2023:15:37:29] /webhooks/rasa GET rasa_core_no_api.custom_webhook_RasaChatInput.health

[12/Sep/2023:15:37:29] /webhooks/rasa/webhook POST rasa_core_no_api.custom_webhook_RasaChatInput.receive

[12/Sep/2023:15:37:29] /webhooks/rest GET rasa_core_no_api.custom_webhook_RestInput.health

[12/Sep/2023:15:37:29] /webhooks/rest/webhook POST rasa_core_no_api.custom_webhook_RestInput.receive

[12/Sep/2023:15:37:29] / GET rasa_core_no_api.hello

[12/Sep/2023:15:37:29] /webhooks/twilio GET rasa_core_no_api.twilio_webhook.health

[12/Sep/2023:15:37:29] /webhooks/twilio/webhook POST rasa_core_no_api.twilio_webhook.message

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 INFO root - Starting Rasa server on http://0.0.0.0:5005

[12/Sep/2023:15:37:29] 2023-09-12 15:37:29 DEBUG rasa.core.utils - Using the default number of Sanic workers (1).

[12/Sep/2023:15:37:29] e[93m/opt/venv/lib/python3.10/site-packages/rasa/shared/core/slot_mappings.py:224: UserWarning: Slot auto-fill has been removed in 3.0 and replaced with a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.

[12/Sep/2023:15:37:29] rasa.shared.utils.io.raise_warning(

[12/Sep/2023:15:37:30] e[0m2023-09-12 15:37:30 DEBUG urllib3.connectionpool - Starting new HTTPS connection (1): api.segment.io:443

[12/Sep/2023:15:37:30] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG sanic.root - Sanic-CORS: Configuring CORS with resources: {'/*': {'origins': ['.*'], 'methods': 'DELETE, GET, HEAD, OPTIONS, PATCH, POST, PUT', 'allow_headers': ['.*'], 'expose_headers': 'filename', 'supports_credentials': True, 'max_age': None, 'send_wildcard': False, 'automatic_options': True, 'vary_header': True, 'resources': {'/*': {'origins': ['*']}}, 'intercept_exceptions': True, 'always_send': True}}

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.utils - Available web server routes:

[12/Sep/2023:15:37:30] /webhooks/rasa GET rasa_core_no_api.custom_webhook_RasaChatInput.health

[12/Sep/2023:15:37:30] /webhooks/rasa/webhook POST rasa_core_no_api.custom_webhook_RasaChatInput.receive

[12/Sep/2023:15:37:30] /webhooks/rest GET rasa_core_no_api.custom_webhook_RestInput.health

[12/Sep/2023:15:37:30] /webhooks/rest/webhook POST rasa_core_no_api.custom_webhook_RestInput.receive

[12/Sep/2023:15:37:30] / GET rasa_core_no_api.hello

[12/Sep/2023:15:37:30] /webhooks/twilio GET rasa_core_no_api.twilio_webhook.health

[12/Sep/2023:15:37:30] /webhooks/twilio/webhook POST rasa_core_no_api.twilio_webhook.message

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 INFO root - Starting Rasa server on http://0.0.0.0:5005

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.utils - Using the default number of Sanic workers (1).

[12/Sep/2023:15:37:30] e[93m/opt/venv/lib/python3.10/site-packages/rasa/shared/core/slot_mappings.py:224: UserWarning: Slot auto-fill has been removed in 3.0 and replaced with a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.

[12/Sep/2023:15:37:30] rasa.shared.utils.io.raise_warning(

[12/Sep/2023:15:37:30] e[93m/opt/venv/lib/python3.10/site-packages/rasa/shared/core/slot_mappings.py:224: UserWarning: Slot auto-fill has been removed in 3.0 and replaced with a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.

[12/Sep/2023:15:37:30] rasa.shared.utils.io.raise_warning(

[12/Sep/2023:15:37:30] e[0m2023-09-12 15:37:30 DEBUG urllib3.connectionpool - Starting new HTTPS connection (1): api.segment.io:443

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG urllib3.connectionpool - https://api.segment.io:443 "POST /v1/track HTTP/1.1" 200 21

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.tracker_store - Connected to InMemoryTrackerStore.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.lock_store - Connected to lock store 'InMemoryLockStore'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.nlg.generator - Instantiated NLG to 'TemplatedNaturalLanguageGenerator'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 INFO rasa.core.processor - Loading model /app/models/20230911-225457-rounded-loser.tar.gz...

[12/Sep/2023:15:37:30] e[0m2023-09-12 15:37:30 DEBUG urllib3.connectionpool - Starting new HTTPS connection (1): api.segment.io:443

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG urllib3.connectionpool - https://api.segment.io:443 "POST /v1/track HTTP/1.1" 200 21

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.tracker_store - Connected to InMemoryTrackerStore.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.lock_store - Connected to lock store 'InMemoryLockStore'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.nlg.generator - Instantiated NLG to 'TemplatedNaturalLanguageGenerator'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 INFO rasa.core.processor - Loading model /app/models/20230911-225457-rounded-loser.tar.gz...

[12/Sep/2023:15:37:30] e[93m/opt/venv/lib/python3.10/site-packages/rasa/shared/core/slot_mappings.py:224: UserWarning: Slot auto-fill has been removed in 3.0 and replaced with a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.

[12/Sep/2023:15:37:30] rasa.shared.utils.io.raise_warning(

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG urllib3.connectionpool - https://api.segment.io:443 "POST /v1/track HTTP/1.1" 200 21

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.tracker_store - Connected to InMemoryTrackerStore.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.lock_store - Connected to lock store 'InMemoryLockStore'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.core.nlg.generator - Instantiated NLG to 'TemplatedNaturalLanguageGenerator'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 INFO rasa.core.processor - Loading model /app/models/20230911-225457-rounded-loser.tar.gz...

[12/Sep/2023:15:37:30] e[0m2023-09-12 15:37:30 DEBUG urllib3.connectionpool - Starting new HTTPS connection (1): api.segment.io:443

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.storage.local_model_storage - Extracted model to '/tmp/tmp96e0oti5'.

[12/Sep/2023:15:37:30] e[93m/opt/venv/lib/python3.10/site-packages/rasa/shared/core/slot_mappings.py:224: UserWarning: Slot auto-fill has been removed in 3.0 and replaced with a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.

[12/Sep/2023:15:37:30] rasa.shared.utils.io.raise_warning(

[12/Sep/2023:15:37:30] e[0m2023-09-12 15:37:30 DEBUG rasa.engine.graph - Node 'nlu_message_converter' loading 'NLUMessageConverter.load' and kwargs: '{}'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.graph - Node 'run_WhitespaceTokenizer0' loading 'WhitespaceTokenizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.graph - Node 'run_RegexFeaturizer1' loading 'RegexFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RegexFeaturizer1' was requested for reading.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.graph - Node 'run_LexicalSyntacticFeaturizer2' loading 'LexicalSyntacticFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_LexicalSyntacticFeaturizer2' was requested for reading.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer3' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer3' was requested for reading.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer4' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer4' was requested for reading.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.graph - Node 'run_DIETClassifier5' loading 'DIETClassifier.load' and kwargs: '{}'.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_DIETClassifier5' was requested for reading.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmp8yljljb2/train_DIETClassifier5/DIETClassifier.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.nlu.classifiers.diet_classifier - You specified 'DIET' to train entities, but no entities are present in the training data. Skipping training of entities.

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.nlu.classifiers.diet_classifier - Following metrics will be logged during training:

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.nlu.classifiers.diet_classifier - t_loss (total loss)

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.nlu.classifiers.diet_classifier - i_acc (intent acc)

[12/Sep/2023:15:37:30] 2023-09-12 15:37:30 DEBUG rasa.nlu.classifiers.diet_classifier - i_loss (intent loss)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG urllib3.connectionpool - https://api.segment.io:443 "POST /v1/track HTTP/1.1" 200 21

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Extracted model to '/tmp/tmpr11u6096'.

[12/Sep/2023:15:37:31] e[93m/opt/venv/lib/python3.10/site-packages/rasa/shared/core/slot_mappings.py:224: UserWarning: Slot auto-fill has been removed in 3.0 and replaced with a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.

[12/Sep/2023:15:37:31] rasa.shared.utils.io.raise_warning(

[12/Sep/2023:15:37:31] e[0m2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'nlu_message_converter' loading 'NLUMessageConverter.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_WhitespaceTokenizer0' loading 'WhitespaceTokenizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.core.tracker_store - Connected to InMemoryTrackerStore.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.core.lock_store - Connected to lock store 'InMemoryLockStore'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_RegexFeaturizer1' loading 'RegexFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RegexFeaturizer1' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_LexicalSyntacticFeaturizer2' loading 'LexicalSyntacticFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_LexicalSyntacticFeaturizer2' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.core.nlg.generator - Instantiated NLG to 'TemplatedNaturalLanguageGenerator'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 INFO rasa.core.processor - Loading model /app/models/20230911-225457-rounded-loser.tar.gz...

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer3' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer3' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer4' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer4' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_DIETClassifier5' loading 'DIETClassifier.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_DIETClassifier5' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmpdaemop90/train_DIETClassifier5/DIETClassifier.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - You specified 'DIET' to train entities, but no entities are present in the training data. Skipping training of entities.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - Following metrics will be logged during training:

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - t_loss (total loss)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - i_acc (intent acc)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - i_loss (intent loss)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Extracted model to '/tmp/tmpdw12vjk9'.

[12/Sep/2023:15:37:31] e[93m/opt/venv/lib/python3.10/site-packages/rasa/shared/core/slot_mappings.py:224: UserWarning: Slot auto-fill has been removed in 3.0 and replaced with a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.

[12/Sep/2023:15:37:31] rasa.shared.utils.io.raise_warning(

[12/Sep/2023:15:37:31] e[0m2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'nlu_message_converter' loading 'NLUMessageConverter.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_WhitespaceTokenizer0' loading 'WhitespaceTokenizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_RegexFeaturizer1' loading 'RegexFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RegexFeaturizer1' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_LexicalSyntacticFeaturizer2' loading 'LexicalSyntacticFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_LexicalSyntacticFeaturizer2' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer3' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer3' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer4' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer4' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_DIETClassifier5' loading 'DIETClassifier.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_DIETClassifier5' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmp5m_ipyp6/train_DIETClassifier5/DIETClassifier.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - You specified 'DIET' to train entities, but no entities are present in the training data. Skipping training of entities.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - Following metrics will be logged during training:

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - t_loss (total loss)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - i_acc (intent acc)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - i_loss (intent loss)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Extracted model to '/tmp/tmpc2u4q9_v'.

[12/Sep/2023:15:37:31] e[93m/opt/venv/lib/python3.10/site-packages/rasa/shared/core/slot_mappings.py:224: UserWarning: Slot auto-fill has been removed in 3.0 and replaced with a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.

[12/Sep/2023:15:37:31] rasa.shared.utils.io.raise_warning(

[12/Sep/2023:15:37:31] e[0m2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'nlu_message_converter' loading 'NLUMessageConverter.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_WhitespaceTokenizer0' loading 'WhitespaceTokenizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_RegexFeaturizer1' loading 'RegexFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RegexFeaturizer1' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_LexicalSyntacticFeaturizer2' loading 'LexicalSyntacticFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_LexicalSyntacticFeaturizer2' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer3' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer3' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer4' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer4' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.graph - Node 'run_DIETClassifier5' loading 'DIETClassifier.load' and kwargs: '{}'.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_DIETClassifier5' was requested for reading.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmpbcfdt9st/train_DIETClassifier5/DIETClassifier.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - You specified 'DIET' to train entities, but no entities are present in the training data. Skipping training of entities.

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - Following metrics will be logged during training:

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - t_loss (total loss)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - i_acc (intent acc)

[12/Sep/2023:15:37:31] 2023-09-12 15:37:31 DEBUG rasa.nlu.classifiers.diet_classifier - i_loss (intent loss)

[12/Sep/2023:15:37:31] /usr/lib/python3.10/random.py:370: DeprecationWarning: non-integer arguments to randrange() have been deprecated since Python 3.10 and will be removed in a subsequent version

[12/Sep/2023:15:37:31] return self.randrange(a, b+1)

[12/Sep/2023:15:37:32] /usr/lib/python3.10/random.py:370: DeprecationWarning: non-integer arguments to randrange() have been deprecated since Python 3.10 and will be removed in a subsequent version

[12/Sep/2023:15:37:32] return self.randrange(a, b+1)

[12/Sep/2023:15:37:32] /usr/lib/python3.10/random.py:370: DeprecationWarning: non-integer arguments to randrange() have been deprecated since Python 3.10 and will be removed in a subsequent version

[12/Sep/2023:15:37:32] return self.randrange(a, b+1)

[12/Sep/2023:15:37:32] /usr/lib/python3.10/random.py:370: DeprecationWarning: non-integer arguments to randrange() have been deprecated since Python 3.10 and will be removed in a subsequent version

[12/Sep/2023:15:37:32] return self.randrange(a, b+1)

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_DIETClassifier5' doesn't exist.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'run_EntitySynonymMapper6' loading 'EntitySynonymMapper.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_EntitySynonymMapper6' was requested for reading.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'run_ResponseSelector7' loading 'ResponseSelector.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_ResponseSelector7' doesn't exist.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.nlu.selectors.response_selector - Failed to load ResponseSelector from model storage. Resource 'train_ResponseSelector7' doesn't exist.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'run_FallbackClassifier8' loading 'FallbackClassifier.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'run_DucklingEntityExtractor9' loading 'DucklingEntityExtractor.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'run_RegexMessageHandler' loading 'RegexMessageHandler.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'domain_provider' loading 'DomainProvider.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.storage.local_model_storage - Resource 'domain_provider' was requested for reading.

[12/Sep/2023:15:37:39] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'run_MemoizationPolicy0' loading 'MemoizationPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_MemoizationPolicy0' was requested for reading.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'run_RulePolicy1' loading 'RulePolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.graph - Node 'run_UnexpecTEDIntentPolicy2' loading 'UnexpecTEDIntentPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_UnexpecTEDIntentPolicy2' was requested for reading.

[12/Sep/2023:15:37:39] 2023-09-12 15:37:39 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmp8yljljb2/train_UnexpecTEDIntentPolicy2/unexpected_intent_policy.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_DIETClassifier5' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_EntitySynonymMapper6' loading 'EntitySynonymMapper.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_EntitySynonymMapper6' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_ResponseSelector7' loading 'ResponseSelector.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_ResponseSelector7' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.selectors.response_selector - Failed to load ResponseSelector from model storage. Resource 'train_ResponseSelector7' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_FallbackClassifier8' loading 'FallbackClassifier.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_DucklingEntityExtractor9' loading 'DucklingEntityExtractor.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_RegexMessageHandler' loading 'RegexMessageHandler.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'domain_provider' loading 'DomainProvider.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'domain_provider' was requested for reading.

[12/Sep/2023:15:37:40] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_MemoizationPolicy0' loading 'MemoizationPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_MemoizationPolicy0' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_RulePolicy1' loading 'RulePolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_UnexpecTEDIntentPolicy2' loading 'UnexpecTEDIntentPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_UnexpecTEDIntentPolicy2' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmpdaemop90/train_UnexpecTEDIntentPolicy2/unexpected_intent_policy.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_DIETClassifier5' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_EntitySynonymMapper6' loading 'EntitySynonymMapper.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_EntitySynonymMapper6' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_ResponseSelector7' loading 'ResponseSelector.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_ResponseSelector7' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.selectors.response_selector - Failed to load ResponseSelector from model storage. Resource 'train_ResponseSelector7' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_FallbackClassifier8' loading 'FallbackClassifier.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_DucklingEntityExtractor9' loading 'DucklingEntityExtractor.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_RegexMessageHandler' loading 'RegexMessageHandler.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'domain_provider' loading 'DomainProvider.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'domain_provider' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_DIETClassifier5' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_EntitySynonymMapper6' loading 'EntitySynonymMapper.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_EntitySynonymMapper6' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_ResponseSelector7' loading 'ResponseSelector.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_ResponseSelector7' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.nlu.selectors.response_selector - Failed to load ResponseSelector from model storage. Resource 'train_ResponseSelector7' doesn't exist.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_FallbackClassifier8' loading 'FallbackClassifier.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_DucklingEntityExtractor9' loading 'DucklingEntityExtractor.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_RegexMessageHandler' loading 'RegexMessageHandler.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'domain_provider' loading 'DomainProvider.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'domain_provider' was requested for reading.

[12/Sep/2023:15:37:40] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:40] <frozen importlib._bootstrap>:283: DeprecationWarning: the load_module() method is deprecated and slated for removal in Python 3.12; use exec_module() instead

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_MemoizationPolicy0' loading 'MemoizationPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_MemoizationPolicy0' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_RulePolicy1' loading 'RulePolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_UnexpecTEDIntentPolicy2' loading 'UnexpecTEDIntentPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_UnexpecTEDIntentPolicy2' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_MemoizationPolicy0' loading 'MemoizationPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_MemoizationPolicy0' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_RulePolicy1' loading 'RulePolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmp5m_ipyp6/train_UnexpecTEDIntentPolicy2/unexpected_intent_policy.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.graph - Node 'run_UnexpecTEDIntentPolicy2' loading 'UnexpecTEDIntentPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_UnexpecTEDIntentPolicy2' was requested for reading.

[12/Sep/2023:15:37:40] 2023-09-12 15:37:40 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmpbcfdt9st/train_UnexpecTEDIntentPolicy2/unexpected_intent_policy.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:50] 2023-09-12 15:37:50 DEBUG rasa.core.policies.ted_policy - Failed to load ABCMeta from model storage. Resource 'train_UnexpecTEDIntentPolicy2' doesn't exist.

[12/Sep/2023:15:37:50] 2023-09-12 15:37:50 WARNING rasa.shared.utils.common - The UnexpecTED Intent Policy is currently experimental and might change or be removed in the future 🔬 Please share your feedback on it in the forum (https://forum.rasa.com) to help us make this feature ready for production.

[12/Sep/2023:15:37:50] 2023-09-12 15:37:50 DEBUG rasa.engine.graph - Node 'run_TEDPolicy3' loading 'TEDPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:50] 2023-09-12 15:37:50 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_TEDPolicy3' was requested for reading.

[12/Sep/2023:15:37:50] 2023-09-12 15:37:50 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmp8yljljb2/train_TEDPolicy3/ted_policy.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.core.policies.ted_policy - Failed to load ABCMeta from model storage. Resource 'train_UnexpecTEDIntentPolicy2' doesn't exist.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 WARNING rasa.shared.utils.common - The UnexpecTED Intent Policy is currently experimental and might change or be removed in the future 🔬 Please share your feedback on it in the forum (https://forum.rasa.com) to help us make this feature ready for production.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.engine.graph - Node 'run_TEDPolicy3' loading 'TEDPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_TEDPolicy3' was requested for reading.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmpdaemop90/train_TEDPolicy3/ted_policy.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.core.policies.ted_policy - Failed to load ABCMeta from model storage. Resource 'train_UnexpecTEDIntentPolicy2' doesn't exist.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 WARNING rasa.shared.utils.common - The UnexpecTED Intent Policy is currently experimental and might change or be removed in the future 🔬 Please share your feedback on it in the forum (https://forum.rasa.com) to help us make this feature ready for production.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.engine.graph - Node 'run_TEDPolicy3' loading 'TEDPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_TEDPolicy3' was requested for reading.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmpbcfdt9st/train_TEDPolicy3/ted_policy.tf_model with finetune_mode=False...

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.core.policies.ted_policy - Failed to load ABCMeta from model storage. Resource 'train_UnexpecTEDIntentPolicy2' doesn't exist.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 WARNING rasa.shared.utils.common - The UnexpecTED Intent Policy is currently experimental and might change or be removed in the future 🔬 Please share your feedback on it in the forum (https://forum.rasa.com) to help us make this feature ready for production.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.engine.graph - Node 'run_TEDPolicy3' loading 'TEDPolicy.load' and kwargs: '{}'.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_TEDPolicy3' was requested for reading.

[12/Sep/2023:15:37:51] 2023-09-12 15:37:51 DEBUG rasa.utils.tensorflow.models - Loading the model from /tmp/tmp5m_ipyp6/train_TEDPolicy3/ted_policy.tf_model with finetune_mode=False...

[12/Sep/2023:15:38:01] 2023-09-12 15:38:01 DEBUG rasa.core.policies.ted_policy - Failed to load ABCMeta from model storage. Resource 'train_TEDPolicy3' doesn't exist.

[12/Sep/2023:15:38:01] 2023-09-12 15:38:01 DEBUG rasa.engine.graph - Node 'rule_only_data_provider' loading 'RuleOnlyDataProvider.load' and kwargs: '{}'.

[12/Sep/2023:15:38:01] 2023-09-12 15:38:01 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.

[12/Sep/2023:15:38:01] 2023-09-12 15:38:01 DEBUG rasa.engine.graph - Node 'select_prediction' loading 'DefaultPolicyPredictionEnsemble.load' and kwargs: '{}'.

[12/Sep/2023:15:38:01] 2023-09-12 15:38:01 INFO root - Rasa server is up and running.

[12/Sep/2023:15:38:01] 2023-09-12 15:38:01 INFO root - Enabling coroutine debugging. Loop id 94844724987216.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 DEBUG rasa.core.policies.ted_policy - Failed to load ABCMeta from model storage. Resource 'train_TEDPolicy3' doesn't exist.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 DEBUG rasa.engine.graph - Node 'rule_only_data_provider' loading 'RuleOnlyDataProvider.load' and kwargs: '{}'.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 DEBUG rasa.engine.graph - Node 'select_prediction' loading 'DefaultPolicyPredictionEnsemble.load' and kwargs: '{}'.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 INFO root - Rasa server is up and running.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 INFO root - Enabling coroutine debugging. Loop id 94288523746320.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 DEBUG rasa.core.policies.ted_policy - Failed to load ABCMeta from model storage. Resource 'train_TEDPolicy3' doesn't exist.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 DEBUG rasa.engine.graph - Node 'rule_only_data_provider' loading 'RuleOnlyDataProvider.load' and kwargs: '{}'.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 DEBUG rasa.engine.graph - Node 'select_prediction' loading 'DefaultPolicyPredictionEnsemble.load' and kwargs: '{}'.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 INFO root - Rasa server is up and running.

[12/Sep/2023:15:38:02] 2023-09-12 15:38:02 INFO root - Enabling coroutine debugging. Loop id 94314932098032.

[12/Sep/2023:15:38:03] 2023-09-12 15:38:03 DEBUG rasa.core.policies.ted_policy - Failed to load ABCMeta from model storage. Resource 'train_TEDPolicy3' doesn't exist.

[12/Sep/2023:15:38:03] 2023-09-12 15:38:03 DEBUG rasa.engine.graph - Node 'rule_only_data_provider' loading 'RuleOnlyDataProvider.load' and kwargs: '{}'.

[12/Sep/2023:15:38:03] 2023-09-12 15:38:03 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.

[12/Sep/2023:15:38:03] 2023-09-12 15:38:03 DEBUG rasa.engine.graph - Node 'select_prediction' loading 'DefaultPolicyPredictionEnsemble.load' and kwargs: '{}'.

[12/Sep/2023:15:38:03] 2023-09-12 15:38:03 INFO root - Rasa server is up and running.

[12/Sep/2023:15:38:03] 2023-09-12 15:38:03 INFO root - Enabling coroutine debugging. Loop id 94533109796992.

[12/Sep/2023:15:38:47] [deployment:30] Reached a steady state

And these are the logs when I send a message on whatsapp:

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.lock_store - Issuing ticket for conversation 'whatsapp:+5511999120747'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.lock_store - Acquiring lock for conversation 'whatsapp:+5511999120747'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.lock_store - Acquired lock for conversation 'whatsapp:+5511999120747'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.tracker_store - Could not find tracker for conversation ID 'whatsapp:+5511999120747'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.tracker_store - No event broker configured. Skipping streaming events.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - Starting a new session for conversation ID 'whatsapp:+5511999120747'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"prediction_events": [], "event": "processor.actions.policy_prediction", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"action_name": "action_session_start", "rasa_events": ["<rasa.shared.core.events.SessionStarted object at 0x7f1e61591660>", "ActionExecuted(action: action_listen, policy: None, confidence: None)"], "event": "processor.actions.log", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"slot_values": "\tuser: None\n\tcurrent_module_order: None\n\tcurrent_module_id: None\n\tlast_pill_id: None\n\tlast_pill_order: None\n\thas_next_pill: False\n\tprofessional_summary: None\n\tlinkedin_url: None\n\texperiences: None\n\tadd_new_experience: None\n\tjob_title: None\n\tjob_employer: None\n\tjob_start_date: None\n\tjob_end_date: None\n\tformatted_start_date: None\n\tformatted_end_date: None\n\tjob_description: None\n\tjob_period: None\n\texperience_filled_correctly: None\n\teducations: None\n\teducation_school: None\n\teducation_degree: None\n\teducation_period: None\n\teducation_start_date: None\n\teducation_end_date: None\n\teducation_description: None\n\teducation_filled_correctly: None\n\tadd_new_education: None\n\tcourses: None\n\tcourse_name: None\n\tcourse_period: None\n\tcourse_start_date: None\n\tcourse_end_date: None\n\tcourse_filled_correctly: None\n\tadd_new_course: None\n\tcover_letter_upcoming: None\n\tcover_letter_philosophy: None\n\tpreferred_datetime: None\n\tchosen_datetime: None\n\tfeedback_preferred_datetime: None\n\tfeedback_chosen_datetime: None\n\thas_added_educations: None\n\trequested_slot: None\n\tsession_started_metadata: None", "event": "processor.slots.log", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.runner.dask - Running graph with inputs: {'__message__': [<rasa.core.channels.channel.UserMessage object at 0x7f1e628ed4b0>], '__tracker__': <rasa.shared.core.trackers.DialogueStateTracker object at 0x7f1e61590af0>}, targets: ['run_RegexMessageHandler'] and ExecutionContext(model_id='ee9e2685a08a4dc7970d272524fdb207', should_add_diagnostic_data=False, is_finetuning=False, node_name=None).

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'nlu_message_converter' running 'NLUMessageConverter.convert_user_message'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_WhitespaceTokenizer0' running 'WhitespaceTokenizer.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_RegexFeaturizer1' running 'RegexFeaturizer.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_LexicalSyntacticFeaturizer2' running 'LexicalSyntacticFeaturizer.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer3' running 'CountVectorsFeaturizer.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer4' running 'CountVectorsFeaturizer.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_DIETClassifier5' running 'DIETClassifier.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.nlu.classifiers.diet_classifier - There is no trained model for 'DIETClassifier': The component is either not trained or didn't receive enough training data.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_EntitySynonymMapper6' running 'EntitySynonymMapper.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_ResponseSelector7' running 'ResponseSelector.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.nlu.classifiers.diet_classifier - There is no trained model for 'ResponseSelector': The component is either not trained or didn't receive enough training data.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: default

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_FallbackClassifier8' running 'FallbackClassifier.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.nlu.classifiers.fallback_classifier - NLU confidence 0.0 for intent 'None' is lower than NLU threshold 0.30.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_DucklingEntityExtractor9' running 'DucklingEntityExtractor.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG urllib3.connectionpool - Starting new HTTP connection (1): localhost:8000

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG urllib3.connectionpool - http://localhost:8000 "POST /parse HTTP/1.1" 200 None

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'domain_provider' running 'DomainProvider.provide_inference'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_RegexMessageHandler' running 'RegexMessageHandler.process'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"parse_data_text": "Oi", "parse_data_intent": {"name": "nlu_fallback", "confidence": 0.3}, "parse_data_entities": [], "event": "processor.message.parse", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 4 events.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.actions.action - Validating extracted slots:

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"action_extract_slot": "action_extract_slots", "len_extraction_events": 0, "rasa_events": [], "event": "processor.extract.slots", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.runner.dask - Running graph with inputs: {'__tracker__': <rasa.shared.core.trackers.DialogueStateTracker object at 0x7f1e61590af0>}, targets: ['select_prediction'] and ExecutionContext(model_id='ee9e2685a08a4dc7970d272524fdb207', should_add_diagnostic_data=False, is_finetuning=False, node_name=None).

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'rule_only_data_provider' running 'RuleOnlyDataProvider.provide'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'domain_provider' running 'DomainProvider.provide_inference'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_MemoizationPolicy0' running 'MemoizationPolicy.predict_action_probabilities'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.memoization - {"tracker_states": [{"slots": {"has_next_pill": [1.0, 0.0]}}, {"user": {"intent": "nlu_fallback"}, "slots": {"has_next_pill": [1.0, 0.0]}, "prev_action": {"action_name": "action_listen"}}], "event": "memoization.predict.actions", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.memoization - There is no memorised next action

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_RulePolicy1' running 'RulePolicy.predict_action_probabilities'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.rule_policy - {"current_states": "\n[state 0] slots: {'has_next_pill': (1.0, 0.0)}\n[state 1] user text: Oi | previous action name: action_listen | slots: {'has_next_pill': (1.0, 0.0)}", "event": "rule_policy.actions.find", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.rule_policy - There is no applicable rule.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.rule_policy - {"current_states": "\n[state 0] slots: {'has_next_pill': (1.0, 0.0)}\n[state 1] user intent: nlu_fallback | previous action name: action_listen | slots: {'has_next_pill': (1.0, 0.0)}", "event": "rule_policy.actions.find", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.rule_policy - There is no applicable rule.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_TEDPolicy3' running 'TEDPolicy.predict_action_probabilities'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'run_UnexpecTEDIntentPolicy2' running 'UnexpecTEDIntentPolicy.predict_action_probabilities'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.engine.graph - Node 'select_prediction' running 'DefaultPolicyPredictionEnsemble.combine_predictions_from_kwargs'.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.ensemble - Made prediction using user intent.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.ensemble - Added `DefinePrevUserUtteredFeaturization(False)` event.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.policies.ensemble - Predicted next action using RulePolicy.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - Predicted next action 'action_default_fallback' with confidence 0.30.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"prediction_events": ["<rasa.shared.core.events.DefinePrevUserUtteredFeaturization object at 0x7f1e61590520>"], "event": "processor.actions.policy_prediction", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"action_name": "action_default_fallback", "rasa_events": ["<rasa.shared.core.events.UserUtteranceReverted object at 0x7f1e61592e90>"], "event": "processor.actions.log", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"slot_values": "\tuser: None\n\tcurrent_module_order: None\n\tcurrent_module_id: None\n\tlast_pill_id: None\n\tlast_pill_order: None\n\thas_next_pill: False\n\tprofessional_summary: None\n\tlinkedin_url: None\n\texperiences: None\n\tadd_new_experience: None\n\tjob_title: None\n\tjob_employer: None\n\tjob_start_date: None\n\tjob_end_date: None\n\tformatted_start_date: None\n\tformatted_end_date: None\n\tjob_description: None\n\tjob_period: None\n\texperience_filled_correctly: None\n\teducations: None\n\teducation_school: None\n\teducation_degree: None\n\teducation_period: None\n\teducation_start_date: None\n\teducation_end_date: None\n\teducation_description: None\n\teducation_filled_correctly: None\n\tadd_new_education: None\n\tcourses: None\n\tcourse_name: None\n\tcourse_period: None\n\tcourse_start_date: None\n\tcourse_end_date: None\n\tcourse_filled_correctly: None\n\tadd_new_course: None\n\tcover_letter_upcoming: None\n\tcover_letter_philosophy: None\n\tpreferred_datetime: None\n\tchosen_datetime: None\n\tfeedback_preferred_datetime: None\n\tfeedback_chosen_datetime: None\n\thas_added_educations: None\n\trequested_slot: None\n\tsession_started_metadata: None", "event": "processor.slots.log", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - Predicted next action 'action_listen' with confidence 1.00.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"prediction_events": [], "event": "processor.actions.policy_prediction", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.processor - {"action_name": "action_listen", "rasa_events": [], "event": "processor.actions.log", "level": "debug"}

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.tracker_store - No event broker configured. Skipping streaming events.

[12/Sep/2023:15:51:31] 2023-09-12 15:51:31 DEBUG rasa.core.lock_store - Deleted lock for conversation 'whatsapp:+5511999120747'.

When I run locally everything goes well.

# rasa --version output
/Users/wesguirra/Development/salt-rasa/venv/lib/python3.9/site-packages/rasa/core/tracker_store.py:1042: MovedIn20Warning: Deprecated API features detected! These feature(s) are not compatible with SQLAlchemy 2.0. To prevent incompatible upgrades prior to updating applications, ensure requirements files are pinned to "sqlalchemy<2.0". Set environment variable SQLALCHEMY_WARN_20=1 to show all deprecation warnings.  Set environment variable SQLALCHEMY_SILENCE_UBER_WARNING=1 to silence this message. (Background on SQLAlchemy 2.0 at: https://sqlalche.me/e/b8d9)
  Base: DeclarativeMeta = declarative_base()
Rasa Version      :         3.6.8
Minimum Compatible Version: 3.5.0
Rasa SDK Version  :         3.6.2
Python Version    :         3.9.12
Operating System  :         macOS-13.0.1-arm64-arm-64bit
Python Path       :         /Users/wesguirra/Development/salt-rasa/venv/bin/python3

Don’t know if it matters, but I have ran rasa train on macOS and I’m deploying it to run on Linux, as Dockerfile below:

# Dockerfile
FROM --platform=linux/amd64 rasa/rasa:3.6.4-full as assistant
COPY . /app
CMD [ "run", "--cors","*", "--model","/app/models", "--debug" ]

These are the logs when receiving the same message locally on macOS:

2023-09-12 13:16:19 INFO     root  - Rasa server is up and running.
2023-09-12 13:16:19 INFO     root  - Enabling coroutine debugging. Loop id 6316762112.
2023-09-12 13:16:24 DEBUG    rasa.core.lock_store  - Issuing ticket for conversation 'whatsapp:+5511999120747'.
2023-09-12 13:16:24 DEBUG    rasa.core.lock_store  - Acquiring lock for conversation 'whatsapp:+5511999120747'.
2023-09-12 13:16:24 DEBUG    rasa.core.lock_store  - Acquired lock for conversation 'whatsapp:+5511999120747'.
2023-09-12 13:16:24 DEBUG    rasa.core.tracker_store  - Could not find tracker for conversation ID 'whatsapp:+5511999120747'.
2023-09-12 13:16:24 DEBUG    rasa.core.tracker_store  - No event broker configured. Skipping streaming events.
2023-09-12 13:16:24 DEBUG    rasa.core.processor  - Starting a new session for conversation ID 'whatsapp:+5511999120747'.
2023-09-12 13:16:24 DEBUG    rasa.core.processor  - [debug    ] processor.actions.policy_prediction prediction_events=[]
2023-09-12 13:16:24 DEBUG    rasa.core.processor  - [debug    ] processor.actions.log          action_name=action_session_start rasa_events=[<rasa.shared.core.events.SessionStarted object at 0x29e7b6b50>, ActionExecuted(action: action_listen, policy: None, confidence: None)]
2023-09-12 13:16:24 DEBUG    rasa.core.processor  - [debug    ] processor.slots.log            slot_values=     user: None
        current_module_order: None
        current_module_id: None
        last_pill_id: None
        last_pill_order: None
        has_next_pill: False
        professional_summary: None
        linkedin_url: None
        experiences: None
        add_new_experience: None
        job_title: None
        job_employer: None
        job_start_date: None
        job_end_date: None
        formatted_start_date: None
        formatted_end_date: None
        job_description: None
        job_period: None
        experience_filled_correctly: None
        educations: None
        education_school: None
        education_degree: None
        education_period: None
        education_start_date: None
        education_end_date: None
        education_description: None
        education_filled_correctly: None
        add_new_education: None
        courses: None
        course_name: None
        course_period: None
        course_start_date: None
        course_end_date: None
        course_filled_correctly: None
        add_new_course: None
        cover_letter_upcoming: None
        cover_letter_philosophy: None
        preferred_datetime: None
        chosen_datetime: None
        feedback_preferred_datetime: None
        feedback_chosen_datetime: None
        has_added_educations: None
        requested_slot: None
        session_started_metadata: None
2023-09-12 13:16:24 DEBUG    rasa.engine.runner.dask  - Running graph with inputs: {'__message__': [<rasa.core.channels.channel.UserMessage object at 0x29ed0c550>], '__tracker__': <rasa.shared.core.trackers.DialogueStateTracker object at 0x29e743610>}, targets: ['run_RegexMessageHandler'] and ExecutionContext(model_id='ee9e2685a08a4dc7970d272524fdb207', should_add_diagnostic_data=False, is_finetuning=False, node_name=None).
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'nlu_message_converter' running 'NLUMessageConverter.convert_user_message'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_WhitespaceTokenizer0' running 'WhitespaceTokenizer.process'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_RegexFeaturizer1' running 'RegexFeaturizer.process'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_LexicalSyntacticFeaturizer2' running 'LexicalSyntacticFeaturizer.process'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_CountVectorsFeaturizer3' running 'CountVectorsFeaturizer.process'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_CountVectorsFeaturizer4' running 'CountVectorsFeaturizer.process'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_DIETClassifier5' running 'DIETClassifier.process'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_EntitySynonymMapper6' running 'EntitySynonymMapper.process'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_ResponseSelector7' running 'ResponseSelector.process'.
2023-09-12 13:16:24 DEBUG    rasa.nlu.classifiers.diet_classifier  - There is no trained model for 'ResponseSelector': The component is either not trained or didn't receive enough training data.
2023-09-12 13:16:24 DEBUG    rasa.nlu.selectors.response_selector  - Adding following selector key to message property: default
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_FallbackClassifier8' running 'FallbackClassifier.process'.
2023-09-12 13:16:24 DEBUG    rasa.engine.graph  - Node 'run_DucklingEntityExtractor9' running 'DucklingEntityExtractor.process'.
2023-09-12 13:16:25 DEBUG    urllib3.connectionpool  - Starting new HTTPS connection (1): salt-conversational.geuj8djl7cico.us-east-1.cs.amazonlightsail.com:443
2023-09-12 13:16:26 DEBUG    urllib3.connectionpool  - https://salt-conversational.geuj8djl7cico.us-east-1.cs.amazonlightsail.com:443 "POST /parse HTTP/1.1" 404 731
2023-09-12 13:16:26 ERROR    rasa.nlu.extractors.duckling_entity_extractor  - Failed to get a proper response from remote duckling at 'https://salt-conversational.geuj8djl7cico.us-east-1.cs.amazonlightsail.com/parse. Status Code: 404. Response: <!DOCTYPE html><html lang=en><meta charset=UTF-8><title>⚠️ 404 — Not Found</title>
<style>
        html { font-family: sans-serif }
        h2 { color: #888; }
        .tb-wrapper p, dl, dd { margin: 0 }
        .frame-border { margin: 1rem }
        .frame-line > *, dt, dd { padding: 0.3rem 0.6rem }
        .frame-line, dl { margin-bottom: 0.3rem }
        .frame-code, dd { font-size: 16px; padding-left: 4ch }
        .tb-wrapper, dl { border: 1px solid #eee }
        .tb-header,.obj-header {
            background: #eee; padding: 0.3rem; font-weight: bold
        }
        .frame-descriptor, dt { background: #e2eafb; font-size: 14px }
    </style>
<h1>⚠️ 404 — Not Found</h1><p>Requested URL /parse not found

2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'domain_provider' running 'DomainProvider.provide_inference'.
2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'run_RegexMessageHandler' running 'RegexMessageHandler.process'.
2023-09-12 13:16:26 DEBUG    rasa.core.processor  - [debug    ] processor.message.parse        parse_data_entities=[] parse_data_intent={'name': 'greet', 'confidence': 0.9997857213020325} parse_data_text=Oi
2023-09-12 13:16:26 DEBUG    rasa.core.processor  - Logged UserUtterance - tracker now has 4 events.
2023-09-12 13:16:26 DEBUG    rasa.core.actions.action  - Validating extracted slots: 
2023-09-12 13:16:26 DEBUG    rasa.core.processor  - [debug    ] processor.extract.slots        action_extract_slot=action_extract_slots len_extraction_events=0 rasa_events=[]
2023-09-12 13:16:26 DEBUG    rasa.engine.runner.dask  - Running graph with inputs: {'__tracker__': <rasa.shared.core.trackers.DialogueStateTracker object at 0x29e743610>}, targets: ['select_prediction'] and ExecutionContext(model_id='ee9e2685a08a4dc7970d272524fdb207', should_add_diagnostic_data=False, is_finetuning=False, node_name=None).
2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'rule_only_data_provider' running 'RuleOnlyDataProvider.provide'.
2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'domain_provider' running 'DomainProvider.provide_inference'.
2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'run_MemoizationPolicy0' running 'MemoizationPolicy.predict_action_probabilities'.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.memoization  - [debug    ] memoization.predict.actions    tracker_states=[{'slots': {'has_next_pill': (1.0, 0.0)}}, {'user': {'intent': 'greet'}, 'slots': {'has_next_pill': (1.0, 0.0)}, 'prev_action': {'action_name': 'action_listen'}}]
2023-09-12 13:16:26 DEBUG    rasa.core.policies.memoization  - There is a memorised next action 'utter_inform_privacypolicy'
2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'run_RulePolicy1' running 'RulePolicy.predict_action_probabilities'.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.rule_policy  - [debug    ] rule_policy.actions.find       current_states=
[state 0] slots: {'has_next_pill': (1.0, 0.0)}
[state 1] user text: Oi | previous action name: action_listen | slots: {'has_next_pill': (1.0, 0.0)}
2023-09-12 13:16:26 DEBUG    rasa.core.policies.rule_policy  - There is no applicable rule.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.rule_policy  - [debug    ] rule_policy.actions.find       current_states=
[state 0] slots: {'has_next_pill': (1.0, 0.0)}
[state 1] user intent: greet | previous action name: action_listen | slots: {'has_next_pill': (1.0, 0.0)}
2023-09-12 13:16:26 DEBUG    rasa.core.policies.rule_policy  - There is no applicable rule.
2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'run_TEDPolicy3' running 'TEDPolicy.predict_action_probabilities'.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.ted_policy  - TED predicted 'utter_inform_privacypolicy' based on user intent.
2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'run_UnexpecTEDIntentPolicy2' running 'UnexpecTEDIntentPolicy.predict_action_probabilities'.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.unexpected_intent_policy  - Querying for intent `greet`.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.unexpected_intent_policy  - Score for intent `greet` is `0.41925710439682007`, while threshold is `0.0638987198472023`.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.unexpected_intent_policy  - Top 5 intents (in ascending order) that are likely here are: `[('inform', -1.1250132), ('greet', 0.4192571), ('continue', 0.48611748), ('start', 0.617134), ('update_profile_information', 0.78198886)]`.
2023-09-12 13:16:26 DEBUG    rasa.engine.graph  - Node 'select_prediction' running 'DefaultPolicyPredictionEnsemble.combine_predictions_from_kwargs'.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.ensemble  - Made prediction using user intent.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.ensemble  - Added `DefinePrevUserUtteredFeaturization(False)` event.
2023-09-12 13:16:26 DEBUG    rasa.core.policies.ensemble  - Predicted next action using MemoizationPolicy.
2023-09-12 13:16:26 DEBUG    rasa.core.processor  - Predicted next action 'utter_inform_privacypolicy' with confidence 1.00.
2023-09-12 13:16:26 DEBUG    rasa.core.processor  - [debug    ] processor.actions.policy_prediction prediction_events=[<rasa.shared.core.events.DefinePrevUserUtteredFeaturization object at 0x29e749400>]
2023-09-12 13:16:26 DEBUG    rasa.core.processor  - [debug    ] processor.actions.log          action_name=utter_inform_privacypolicy rasa_events=[BotUttered('Ao conversar comigo você concorda com nossa política de privacidade (https://saltbr.com/privacidade).', {"elements": null, "quick_replies": null, "buttons": null, "attachment": null, "image": null, "custom": null}, {"utter_action": "utter_inform_privacypolicy"}, 1694535386.852231)]
2023-09-12 13:16:26 INFO     twilio.http_client  - -- BEGIN Twilio API Request --
2023-09-12 13:16:26 INFO     twilio.http_client  - POST Request: https://api.twilio.com/2010-04-01/Accounts/AC11d46b4c4571e3ba67f013b4753e6f13/Messages.json
2023-09-12 13:16:26 INFO     twilio.http_client  - Headers:
2023-09-12 13:16:26 INFO     twilio.http_client  - User-Agent : twilio-python/8.2.2 (Darwin arm64) Python/3.9.12
2023-09-12 13:16:26 INFO     twilio.http_client  - X-Twilio-Client : python-8.2.2
2023-09-12 13:16:26 INFO     twilio.http_client  - Accept-Charset : utf-8
2023-09-12 13:16:26 INFO     twilio.http_client  - Content-Type : application/x-www-form-urlencoded
2023-09-12 13:16:26 INFO     twilio.http_client  - Accept : application/json
2023-09-12 13:16:26 INFO     twilio.http_client  - -- END Twilio API Request --
2023-09-12 13:16:26 DEBUG    urllib3.connectionpool  - Starting new HTTPS connection (1): api.twilio.com:443
2023-09-12 13:16:27 DEBUG    urllib3.connectionpool  - https://api.twilio.com:443 "POST /2010-04-01/Accounts/AC11d46b4c4571e3ba67f013b4753e6f13/Messages.json HTTP/1.1" 201 896
2023-09-12 13:16:27 INFO     twilio.http_client  - Response Status Code: 201
2023-09-12 13:16:27 INFO     twilio.http_client  - Response Headers: {'Date': 'Tue, 12 Sep 2023 16:16:27 GMT', 'Content-Type': 'application/json; charset=utf-8', 'Content-Length': '896', 'Connection': 'keep-alive', 'Twilio-Request-Id': 'RQ10f103382ed3ebf74025c13172cfb7ad', 'Twilio-Request-Duration': '0.112', 'Access-Control-Allow-Origin': '*', 'Access-Control-Allow-Headers': 'Accept, Authorization, Content-Type, If-Match, If-Modified-Since, If-None-Match, If-Unmodified-Since, Idempotency-Key', 'Access-Control-Allow-Methods': 'GET, POST, DELETE, OPTIONS', 'Access-Control-Expose-Headers': 'ETag', 'Access-Control-Allow-Credentials': 'true', 'X-Powered-By': 'AT-5000', 'Strict-Transport-Security': 'max-age=31536000', 'Twilio-Concurrent-Requests': '1', 'X-Shenanigans': 'none', 'X-Home-Region': 'us1', 'X-API-Domain': 'api.twilio.com'}
2023-09-12 13:16:27 DEBUG    rasa.engine.runner.dask  - Running graph with inputs: {'__tracker__': <rasa.shared.core.trackers.DialogueStateTracker object at 0x29e743610>}, targets: ['select_prediction'] and ExecutionContext(model_id='ee9e2685a08a4dc7970d272524fdb207', should_add_diagnostic_data=False, is_finetuning=False, node_name=None).
2023-09-12 13:16:27 DEBUG    rasa.engine.graph  - Node 'rule_only_data_provider' running 'RuleOnlyDataProvider.provide'.
2023-09-12 13:16:27 DEBUG    rasa.engine.graph  - Node 'domain_provider' running 'DomainProvider.provide_inference'.
2023-09-12 13:16:27 DEBUG    rasa.engine.graph  - Node 'run_MemoizationPolicy0' running 'MemoizationPolicy.predict_action_probabilities'.
2023-09-12 13:16:27 DEBUG    rasa.core.policies.memoization  - [debug    ] memoization.predict.actions    tracker_states=[{'slots': {'has_next_pill': (1.0, 0.0)}}, {'user': {'intent': 'greet'}, 'slots': {'has_next_pill': (1.0, 0.0)}, 'prev_action': {'action_name': 'action_listen'}}, {'user': {'intent': 'greet'}, 'slots': {'has_next_pill': (1.0, 0.0)}, 'prev_action': {'action_name': 'utter_inform_privacypolicy'}}]
2023-09-12 13:16:27 DEBUG    rasa.core.policies.memoization  - There is a memorised next action 'action_get_user'
2023-09-12 13:16:27 DEBUG    rasa.engine.graph  - Node 'run_RulePolicy1' running 'RulePolicy.predict_action_probabilities'.
2023-09-12 13:16:27 DEBUG    rasa.core.policies.rule_policy  - [debug    ] rule_policy.actions.find       current_states=
[state 0] slots: {'has_next_pill': (1.0, 0.0)}
[state 1] user intent: greet | previous action name: action_listen | slots: {'has_next_pill': (1.0, 0.0)}
[state 2] user intent: greet | previous action name: utter_inform_privacypolicy | slots: {'has_next_pill': (1.0, 0.0)}
2023-09-12 13:16:27 DEBUG    rasa.core.policies.rule_policy  - There is no applicable rule.
2023-09-12 13:16:27 DEBUG    rasa.engine.graph  - Node 'run_TEDPolicy3' running 'TEDPolicy.predict_action_probabilities'.
2023-09-12 13:16:27 DEBUG    rasa.core.policies.ted_policy  - TED predicted 'action_get_user' based on user intent.
2023-09-12 13:16:27 DEBUG    rasa.engine.graph  - Node 'run_UnexpecTEDIntentPolicy2' running 'UnexpecTEDIntentPolicy.predict_action_probabilities'.
2023-09-12 13:16:27 DEBUG    rasa.core.policies.unexpected_intent_policy  - Skipping predictions for UnexpecTEDIntentPolicy as either there is no event of type `UserUttered`, event's intent is new and not in domain or there is an event of type `ActionExecuted` after the last `UserUttered`.
2023-09-12 13:16:27 DEBUG    rasa.engine.graph  - Node 'select_prediction' running 'DefaultPolicyPredictionEnsemble.combine_predictions_from_kwargs'.
2023-09-12 13:16:27 DEBUG    rasa.core.policies.ensemble  - Predicted next action using MemoizationPolicy.
2023-09-12 13:16:27 DEBUG    rasa.core.processor  - Predicted next action 'action_get_user' with confidence 1.00.
2023-09-12 13:16:27 DEBUG    rasa.core.actions.action  - Calling action endpoint to run action 'action_get_user'.
2023-09-12 13:16:28 DEBUG    rasa.core.processor  - [debug    ] processor.actions.policy_prediction prediction_events=[]
2023-09-12 13:16:28 DEBUG    rasa.core.processor  - [debug    ] processor.actions.log          action_name=action_get_user rasa_events=[SlotSet(key: user, value: {'id': 6, 'name': 'Wesley', 'email': 'wes.guirra@endeken.com', 'email_verified_at': None, 'status': 'ACTIVE', 'process_status': 'CONSUMING', 'form_link_eqi': None, 'form_link_opq32': 'https://saltbr.com/opq32-teste', 'form_link_verify': 'https://saltbr.com/verify-teste', 'role': 'Teste', 'phone_number': '5511999120747', 'companies_id': 1, 'created_at': '2023-09-11T23:43:51.000000Z', 'updated_at': '2023-09-11T23:44:54.000000Z', 'idade': 28, 'empresa_atual': 'Endeken', 'funcao_atual': 'Teste', 'area_atuacao': 'Teste', 'reportasea': 'Teste'})]
2023-09-12 13:16:28 DEBUG    rasa.core.processor  - [debug    ] processor.slots.log            slot_values=     user: {'id': 6, 'name': 'Wesley', 'email': 'wes.guirra@endeken.com', 'email_verified_at': None, 'status': 'ACTIVE', 'process_status': 'CONSUMING', 'form_link_eqi': None, 'form_link_opq32': 'https://saltbr.com/opq32-teste', 'form_link_verify': 'https://saltbr.com/verify-teste', 'role': 'Teste', 'phone_number': '5511999120747', 'companies_id': 1, 'created_at': '2023-09-11T23:43:51.000000Z', 'updated_at': '2023-09-11T23:44:54.000000Z', 'idade': 28, 'empresa_atual': 'Endeken', 'funcao_atual': 'Teste', 'area_atuacao': 'Teste', 'reportasea': 'Teste'}
        current_module_order: None
        current_module_id: None
        last_pill_id: None
        last_pill_order: None
        has_next_pill: False
        professional_summary: None
        linkedin_url: None
        experiences: None
        add_new_experience: None
        job_title: None
        job_employer: None
        job_start_date: None
        job_end_date: None
        formatted_start_date: None
        formatted_end_date: None
        job_description: None
        job_period: None
        experience_filled_correctly: None
        educations: None
        education_school: None
        education_degree: None
        education_period: None
        education_start_date: None
        education_end_date: None
        education_description: None
        education_filled_correctly: None
        add_new_education: None
        courses: None
        course_name: None
        course_period: None
        course_start_date: None
        course_end_date: None
        course_filled_correctly: None
        add_new_course: None
        cover_letter_upcoming: None
        cover_letter_philosophy: None
        preferred_datetime: None
        chosen_datetime: None
        feedback_preferred_datetime: None
        feedback_chosen_datetime: None
        has_added_educations: None
        requested_slot: None
        session_started_metadata: None
2023-09-12 13:16:28 DEBUG    rasa.engine.runner.dask  - Running graph with inputs: {'__tracker__': <rasa.shared.core.trackers.DialogueStateTracker object at 0x29e743610>}, targets: ['select_prediction'] and ExecutionContext(model_id='ee9e2685a08a4dc7970d272524fdb207', should_add_diagnostic_data=False, is_finetuning=False, node_name=None).
2023-09-12 13:16:28 DEBUG    rasa.engine.graph  - Node 'rule_only_data_provider' running 'RuleOnlyDataProvider.provide'.
2023-09-12 13:16:28 DEBUG    rasa.engine.graph  - Node 'domain_provider' running 'DomainProvider.provide_inference'.
2023-09-12 13:16:28 DEBUG    rasa.engine.graph  - Node 'run_MemoizationPolicy0' running 'MemoizationPolicy.predict_action_probabilities'.
2023-09-12 13:16:28 DEBUG    rasa.core.policies.memoization  - [debug    ] memoization.predict.actions    tracker_states=[{'slots': {'has_next_pill': (1.0, 0.0)}}, {'user': {'intent': 'greet'}, 'slots': {'has_next_pill': (1.0, 0.0)}, 'prev_action': {'action_name': 'action_listen'}}, {'user': {'intent': 'greet'}, 'slots': {'has_next_pill': (1.0, 0.0)}, 'prev_action': {'action_name': 'utter_inform_privacypolicy'}}, {'user': {'intent': 'greet'}, 'slots': {'has_next_pill': (1.0, 0.0)}, 'prev_action': {'action_name': 'action_get_user'}}]
2023-09-12 13:16:28 DEBUG    rasa.core.policies.memoization  - There is a memorised next action 'action_listen'
2023-09-12 13:16:28 DEBUG    rasa.engine.graph  - Node 'run_RulePolicy1' running 'RulePolicy.predict_action_probabilities'.
2023-09-12 13:16:28 DEBUG    rasa.core.policies.rule_policy  - [debug    ] rule_policy.actions.find       current_states=
[state 0] slots: {'has_next_pill': (1.0, 0.0)}
[state 1] user intent: greet | previous action name: action_listen | slots: {'has_next_pill': (1.0, 0.0)}
[state 2] user intent: greet | previous action name: utter_inform_privacypolicy | slots: {'has_next_pill': (1.0, 0.0)}
[state 3] user intent: greet | previous action name: action_get_user | slots: {'has_next_pill': (1.0, 0.0)}
2023-09-12 13:16:28 DEBUG    rasa.core.policies.rule_policy  - There is no applicable rule.
2023-09-12 13:16:28 DEBUG    rasa.engine.graph  - Node 'run_TEDPolicy3' running 'TEDPolicy.predict_action_probabilities'.
2023-09-12 13:16:28 DEBUG    rasa.core.policies.ted_policy  - TED predicted 'action_listen' based on user intent.
2023-09-12 13:16:28 DEBUG    rasa.engine.graph  - Node 'run_UnexpecTEDIntentPolicy2' running 'UnexpecTEDIntentPolicy.predict_action_probabilities'.
2023-09-12 13:16:28 DEBUG    rasa.core.policies.unexpected_intent_policy  - Skipping predictions for UnexpecTEDIntentPolicy as either there is no event of type `UserUttered`, event's intent is new and not in domain or there is an event of type `ActionExecuted` after the last `UserUttered`.
2023-09-12 13:16:28 DEBUG    rasa.engine.graph  - Node 'select_prediction' running 'DefaultPolicyPredictionEnsemble.combine_predictions_from_kwargs'.
2023-09-12 13:16:28 DEBUG    rasa.core.policies.ensemble  - Predicted next action using MemoizationPolicy.
2023-09-12 13:16:28 DEBUG    rasa.core.processor  - Predicted next action 'action_listen' with confidence 1.00.
2023-09-12 13:16:28 DEBUG    rasa.core.processor  - [debug    ] processor.actions.policy_prediction prediction_events=[]
2023-09-12 13:16:28 DEBUG    rasa.core.processor  - [debug    ] processor.actions.log          action_name=action_listen rasa_events=[]
2023-09-12 13:16:28 DEBUG    rasa.core.tracker_store  - No event broker configured. Skipping streaming events.
2023-09-12 13:16:28 DEBUG    rasa.core.lock_store  - Deleted lock for conversation 'whatsapp:+5511999120747'.

I’m not familiar with Lightsail but I suspect you are having firewall issues based on the duckling and twilio errors.

@stephens Actually the compatibility issue seems to be happening, when I trained the bot using Amazon Linux, it worked.

It doesn’t seem to be a firewall error, because the logs on the server are updated, but It can’t resolve the intent.

I will try again tomorrow.