`rasa shell` and `rasa interactive` broken on main

[koaning]

I am testing the new slot configurations on main and I fear there's a big bug in the shell.

via rasa interactive

First I figured I'd try running my form in interactive mode.

> rasa interactive

/home/vincent/Development/rasa/rasa/engine/recipes/recipe.py:35: FutureWarning: From Rasa Open Source 4.0.0 onwards it will be required to specify a recipe in your model configuration. Defaulting to recipe 'default.v1'. (will be removed in 3.0.0)
  "From Rasa Open Source 4.0.0 onwards it will be required to specify "
Processed story blocks: 100%|████████████████| 9/9 [00:00<00:00, 2120.48it/s, # trackers=1]
Processed story blocks: 100%|█████████████████| 9/9 [00:00<00:00, 294.70it/s, # trackers=8]
Processed story blocks: 100%|█████████████████| 9/9 [00:00<00:00, 34.82it/s, # trackers=50]
Processed story blocks: 100%|█████████████████| 9/9 [00:00<00:00, 21.49it/s, # trackers=50]
Processed rules: 100%|███████████████████████| 5/5 [00:00<00:00, 3757.66it/s, # trackers=1]
2021-11-03 12:59:36 INFO     rasa.engine.training.hooks  - Starting to train component 'RegexFeaturizer'.
2021-11-03 12:59:36 INFO     rasa.engine.training.hooks  - Finished training component 'RegexFeaturizer'.
2021-11-03 12:59:37 INFO     rasa.engine.training.hooks  - Starting to train component 'MemoizationPolicy'.
Processed trackers: 100%|█████████████████████| 8/8 [00:00<00:00, 1913.02it/s, # action=34]
Processed actions: 34it [00:00, 12753.20it/s, # examples=34]
2021-11-03 12:59:37 INFO     rasa.engine.training.hooks  - Finished training component 'MemoizationPolicy'.
2021-11-03 12:59:37 INFO     rasa.engine.training.hooks  - Starting to train component 'RulePolicy'.
Processed trackers: 100%|█████████████████████| 5/5 [00:00<00:00, 3415.56it/s, # action=15]
Processed actions: 15it [00:00, 26030.02it/s, # examples=12]
Processed trackers: 100%|█████████████████████| 8/8 [00:00<00:00, 2009.13it/s, # action=34]
Processed trackers: 100%|██████████████████████████████████| 5/5 [00:00<00:00, 1945.41it/s]
Processed trackers: 100%|█████████████████████████████████| 13/13 [00:00<00:00, 912.57it/s]
2021-11-03 12:59:38 INFO     rasa.engine.training.hooks  - Finished training component 'RulePolicy'.
2021-11-03 12:59:38 INFO     rasa.engine.training.hooks  - Starting to train component 'TEDPolicy'.
Processed trackers: 100%|████████████████| 508/508 [00:00<00:00, 1610.80it/s, # action=222]
Epochs: 100%|████████████| 50/50 [00:13<00:00,  3.78it/s, t_loss=14.9, loss=14.7, acc=0.91]
2021-11-03 12:59:53 INFO     rasa.engine.training.hooks  - Finished training component 'TEDPolicy'.
2021-11-03 12:59:53 INFO     rasa.engine.training.hooks  - Starting to train component 'LexicalSyntacticFeaturizer'.
2021-11-03 12:59:53 INFO     rasa.engine.training.hooks  - Finished training component 'LexicalSyntacticFeaturizer'.
2021-11-03 12:59:53 INFO     rasa.engine.training.hooks  - Starting to train component 'CountVectorsFeaturizer'.
2021-11-03 12:59:53 INFO     rasa.nlu.featurizers.sparse_featurizer.count_vectors_featurizer  - 116 vocabulary items were created for text attribute.
2021-11-03 12:59:53 INFO     rasa.engine.training.hooks  - Finished training component 'CountVectorsFeaturizer'.
2021-11-03 12:59:53 INFO     rasa.engine.training.hooks  - Starting to train component 'CountVectorsFeaturizer'.
2021-11-03 12:59:53 INFO     rasa.nlu.featurizers.sparse_featurizer.count_vectors_featurizer  - 969 vocabulary items were created for text attribute.
2021-11-03 12:59:53 INFO     rasa.engine.training.hooks  - Finished training component 'CountVectorsFeaturizer'.
2021-11-03 12:59:54 INFO     rasa.engine.training.hooks  - Starting to train component 'DIETClassifier'.
Epochs: 100%|██████████████| 100/100 [00:30<00:00,  3.28it/s, t_loss=1.59, i_acc=1, e_f1=1]
2021-11-03 13:00:24 INFO     rasa.engine.training.hooks  - Finished training component 'DIETClassifier'.
Your Rasa model is trained and saved at 'models/20211103-125935-hard-infantry.tar.gz'.
2021-11-03 13:00:55 INFO     root  - Rasa server is up and running.
Processed story blocks: 100%|████████████████| 9/9 [00:00<00:00, 2193.67it/s, # trackers=1]
Processed rules: 100%|███████████████████████| 5/5 [00:00<00:00, 3483.06it/s, # trackers=1]
2021-11-03 13:00:55 ERROR    rasa.core.training.interactive  - An exception occurred while recording messages.
Traceback (most recent call last):
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 1486, in record_messages
    await _plot_trackers(events_including_current_user_id, plot_file, endpoint)
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 1422, in _plot_trackers
    event_sequences = await _fetch_events(conversation_ids, endpoint)
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 1393, in _fetch_events
    tracker = await retrieve_tracker(endpoint, conversation_id)
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 197, in retrieve_tracker
    method="get", subpath=path, headers={"Accept": "application/json"}
  File "/home/vincent/Development/rasa/rasa/utils/endpoints.py", line 174, in request
    response.status, response.reason, await response.content.read()
rasa.utils.endpoints.ClientResponseError: 404, Not Found, body='b'{"description":"Not Found","status":404,"message":"Requested URL /conversations/799ab815ae1345d3a3987efd404a4630/tracker not found"}''
2021-11-03 13:00:55 ERROR    asyncio  - Task exception was never retrieved
future: <Task finished coro=<SignalRouter._dispatch() done, defined at /home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/sanic/signals.py:102> exception=ClientResponseError('404, Not Found, body=\'b\'{"description":"Not Found","status":404,"message":"Requested URL /conversations/799ab815ae1345d3a3987efd404a4630/tracker not found"}\'\'')>
Traceback (most recent call last):
  File "/home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/sanic/signals.py", line 133, in _dispatch
    retval = await maybe_coroutine
  File "/home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/sanic/app.py", line 1374, in run_delayed_task
    await prepped
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 1598, in run_interactive_io
    conversation_id=conversation_id,
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 1486, in record_messages
    await _plot_trackers(events_including_current_user_id, plot_file, endpoint)
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 1422, in _plot_trackers
    event_sequences = await _fetch_events(conversation_ids, endpoint)
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 1393, in _fetch_events
    tracker = await retrieve_tracker(endpoint, conversation_id)
  File "/home/vincent/Development/rasa/rasa/core/training/interactive.py", line 197, in retrieve_tracker
    method="get", subpath=path, headers={"Accept": "application/json"}
  File "/home/vincent/Development/rasa/rasa/utils/endpoints.py", line 174, in request
    response.status, response.reason, await response.content.read()
rasa.utils.endpoints.ClientResponseError: 404, Not Found, body='b'{"description":"Not Found","status":404,"message":"Requested URL /conversations/799ab815ae1345d3a3987efd404a4630/tracker not found"}''

via rasa shell

Since the interactive shell did not work, I figured I'd move on to the normal shell. This gives the same error.

> rasa shell

2021-11-03 13:01:09 INFO     root  - Connecting to channel 'cmdline' which was specified by the '--connector' argument. Any other channels will be ignored. To connect to all given channels, omit the '--connector' argument.
2021-11-03 13:01:09 INFO     root  - Starting Rasa server on http://0.0.0.0:5005

2021-11-03 13:01:39 INFO     root  - Rasa server is up and running.
Bot loaded. Type a message and press enter (use '/stop' to exit): 
2021-11-03 13:01:40 ERROR    asyncio  - Task exception was never retrieved
future: <Task finished coro=<SignalRouter._dispatch() done, defined at /home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/sanic/signals.py:102> exception=RuntimeError('this event loop is already running.')>
Traceback (most recent call last):
  File "/home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/sanic/signals.py", line 133, in _dispatch
    retval = await maybe_coroutine
  File "/home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/sanic/app.py", line 1374, in run_delayed_task
    await prepped
  File "/home/vincent/Development/rasa/rasa/core/run.py", line 132, in run_cmdline_io
    sender_id=conversation_id,
  File "/home/vincent/Development/rasa/rasa/core/channels/console.py", line 175, in record_messages
    text = _get_user_input(previous_response)
  File "/home/vincent/Development/rasa/rasa/core/channels/console.py", line 111, in _get_user_input
    style=Style([("qmark", "#b373d6"), ("", "#b373d6")]),
  File "/home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/questionary/question.py", line 50, in ask
    return self.unsafe_ask(patch_stdout)
  File "/home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/questionary/question.py", line 64, in unsafe_ask
    return self.application.run()
  File "/home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/prompt_toolkit/application/application.py", line 891, in run
    self.run_async(pre_run=pre_run, set_exception_handler=set_exception_handler)
  File "uvloop/loop.pyx", line 1450, in uvloop.loop.Loop.run_until_complete
  File "uvloop/loop.pyx", line 1443, in uvloop.loop.Loop.run_until_complete
  File "uvloop/loop.pyx", line 1351, in uvloop.loop.Loop.run_forever
  File "uvloop/loop.pyx", line 480, in uvloop.loop.Loop._run
RuntimeError: this event loop is already running.

Debug

I also ran rasa shell --debug which gave the following:

/home/vincent/Development/rasa/rasa/shared/core/slot_mappings.py:177: 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.
  UserWarning,
2021-11-03 13:06:01 DEBUG    h5py._conv  - Creating converter from 7 to 5
2021-11-03 13:06:01 DEBUG    h5py._conv  - Creating converter from 5 to 7
2021-11-03 13:06:01 DEBUG    h5py._conv  - Creating converter from 7 to 5
2021-11-03 13:06:01 DEBUG    h5py._conv  - Creating converter from 5 to 7
2021-11-03 13:06:02 DEBUG    matplotlib  - (private) matplotlib data path: /home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/matplotlib/mpl-data
2021-11-03 13:06:02 DEBUG    matplotlib  - matplotlib data path: /home/vincent/Development/how-to-rasa/venv/lib/python3.7/site-packages/matplotlib/mpl-data
2021-11-03 13:06:02 DEBUG    matplotlib  - CONFIGDIR=/home/vincent/.config/matplotlib
2021-11-03 13:06:02 DEBUG    matplotlib  - matplotlib version 3.3.4
2021-11-03 13:06:02 DEBUG    matplotlib  - interactive is False
2021-11-03 13:06:02 DEBUG    matplotlib  - platform is linux
2021-11-03 13:06:02 DEBUG    matplotlib  - loaded modules: ['sys', 'builtins', '_frozen_importlib', '_imp', '_thread', '_warnings', '_weakref', 'zipimport', '_frozen_importlib_external', '_io', 'marshal', 'posix', 'encodings', 'codecs', '_codecs', 'encodings.aliases', 'encodings.utf_8', '_signal', '__main__', 'encodings.latin_1', 'io', 'abc', '_abc', '_bootlocale', '_locale', 'site', 'os', 'stat', '_stat', '_collections_abc', 'posixpath', 'genericpath', 'os.path', '_sitebuiltins', '_virtualenv', 'functools', '_functools', 'collections', 'operator', '_operator', 'keyword', 'heapq', '_heapq', 'itertools', 'reprlib', '_collections', 'importlib', 'importlib._bootstrap', 'importlib._bootstrap_external', 'types', 'warnings', 'importlib.abc', 'importlib.machinery', 'importlib.util', 'contextlib', 'google', 'google.cloud', 'google.logging', 'mpl_toolkits', 'ruamel', 'sitecustomize', 'rasa', 'logging', 'time', 'traceback', 'linecache', 'tokenize', 're', 'enum', 'sre_compile', '_sre', 'sre_parse', 'sre_constants', 'copyreg', 'token', 'weakref', '_weakrefset', 'collections.abc', 'string', '_string', 'threading', 'atexit', 'rasa.version', 'rasa.api', 'rasa.shared', 'rasa.shared.constants', 'typing', 'typing.io', 'typing.re', 'rasa.__main__', 'argparse', 'gettext', 'locale', 'platform', 'subprocess', 'signal', 'errno', '_posixsubprocess', 'select', 'selectors', 'math', 'rasa_sdk', 'rasa_sdk.version', 'rasa_sdk.cli', 'rasa_sdk.interfaces', 'copy', 'rasa_sdk.events', 'datetime', '_datetime', 'rasa_sdk.forms', 'rasa_sdk.utils', 'asyncio', 'asyncio.base_events', 'concurrent', 'concurrent.futures', 'concurrent.futures._base', 'socket', '_socket', 'ssl', '_ssl', 'base64', 'struct', '_struct', 'binascii', 'asyncio.constants', 'asyncio.coroutines', 'inspect', 'dis', 'opcode', '_opcode', 'asyncio.base_futures', 'asyncio.format_helpers', 'asyncio.log', 'asyncio.events', 'contextvars', '_contextvars', 'asyncio.base_tasks', '_asyncio', 'asyncio.futures', 'asyncio.protocols', 'asyncio.sslproto', 'asyncio.transports', 'asyncio.tasks', 'asyncio.locks', 'asyncio.runners', 'asyncio.queues', 'asyncio.streams', 'asyncio.subprocess', 'asyncio.unix_events', 'asyncio.base_subprocess', 'asyncio.selector_events', 'rasa_sdk.constants', 'rasa.constants', 'rasa.telemetry', 'hashlib', '_hashlib', '_blake2', '_sha3', 'json', 'json.decoder', 'json.scanner', '_json', 'json.encoder', 'multiprocessing', 'multiprocessing.context', 'multiprocessing.process', 'multiprocessing.reduction', 'pickle', '_compat_pickle', '_pickle', 'array', '__mp_main__', 'pathlib', 'fnmatch', 'ntpath', 'urllib', 'urllib.parse', 'textwrap', 'uuid', '_uuid', 'requests', 'urllib3', '__future__', 'urllib3.exceptions', 'urllib3.packages', 'urllib3.packages.ssl_match_hostname', 'urllib3.packages.six', 'urllib3.packages.six.moves', 'http', 'http.client', 'email', 'email.parser', 'email.feedparser', 'email.errors', 'email._policybase', 'email.header', 'email.quoprimime', 'email.base64mime', 'email.charset', 'email.encoders', 'quopri', 'email.utils', 'random', 'bisect', '_bisect', '_random', 'email._parseaddr', 'calendar', 'email.message', 'uu', 'email._encoded_words', 'email.iterators', 'urllib3.packages.six.moves.http_client', 'urllib3._version', 'urllib3.connectionpool', 'urllib3.connection', 'urllib3.util', 'urllib3.util.connection', 'urllib3.contrib', 'urllib3.contrib._appengine_environ', 'urllib3.util.wait', 'urllib3.util.request', 'urllib3.util.response', 'urllib3.util.retry', 'urllib3.util.ssl_', 'hmac', 'urllib3.util.url', 'urllib3.util.ssltransport', 'urllib3.util.timeout', 'urllib3.util.proxy', 'urllib3._collections', 'queue', '_queue', 'urllib3.request', 'urllib3.filepost', 'urllib3.fields', 'mimetypes', 'urllib3.packages.six.moves.urllib', 'urllib3.packages.six.moves.urllib.parse', 'urllib3.response', 'zlib', 'urllib3.util.queue', 'urllib3.poolmanager', 'chardet', 'chardet.universaldetector', 'chardet.charsetgroupprober', 'chardet.enums', 'chardet.charsetprober', 'chardet.escprober', 'chardet.codingstatemachine', 'chardet.escsm', 'chardet.latin1prober', 'chardet.mbcsgroupprober', 'chardet.utf8prober', 'chardet.mbcssm', 'chardet.sjisprober', 'chardet.mbcharsetprober', 'chardet.chardistribution', 'chardet.euctwfreq', 'chardet.euckrfreq', 'chardet.gb2312freq', 'chardet.big5freq', 'chardet.jisfreq', 'chardet.jpcntx', 'chardet.eucjpprober', 'chardet.gb2312prober', 'chardet.euckrprober', 'chardet.cp949prober', 'chardet.big5prober', 'chardet.euctwprober', 'chardet.sbcsgroupprober', 'chardet.hebrewprober', 'chardet.langbulgarianmodel', 'chardet.sbcharsetprober', 'chardet.langgreekmodel', 'chardet.langhebrewmodel', 'chardet.langrussianmodel', 'chardet.langthaimodel', 'chardet.langturkishmodel', 'chardet.version', 'requests.exceptions', 'requests.__version__', 'requests.utils', 'tempfile', 'shutil', 'bz2', '_compression', '_bz2', 'lzma', '_lzma', 'pwd', 'grp', 'zipfile', 'requests.certs', 'certifi', 'certifi.core', 'importlib.resources', 'requests._internal_utils', 'requests.compat', 'urllib.request', 'urllib.error', 'urllib.response', 'http.cookiejar', 'http.cookies', 'requests.cookies', 'requests.structures', 'requests.packages', 'requests.packages.urllib3', 'requests.packages.urllib3.exceptions', 'requests.packages.urllib3.packages', 'requests.packages.urllib3.packages.ssl_match_hostname', 'requests.packages.urllib3.packages.six', 'requests.packages.urllib3.packages.six.moves', 'requests.packages.urllib3.packages.six.moves.http_client', 'requests.packages.urllib3._version', 'requests.packages.urllib3.connectionpool', 'requests.packages.urllib3.connection', 'requests.packages.urllib3.util', 'requests.packages.urllib3.util.connection', 'requests.packages.urllib3.contrib', 'requests.packages.urllib3.contrib._appengine_environ', 'requests.packages.urllib3.util.wait', 'requests.packages.urllib3.util.request', 'requests.packages.urllib3.util.response', 'requests.packages.urllib3.util.retry', 'requests.packages.urllib3.util.ssl_', 'requests.packages.urllib3.util.url', 'requests.packages.urllib3.util.ssltransport', 'requests.packages.urllib3.util.timeout', 'requests.packages.urllib3.util.proxy', 'requests.packages.urllib3._collections', 'requests.packages.urllib3.request', 'requests.packages.urllib3.filepost', 'requests.packages.urllib3.fields', 'requests.packages.urllib3.packages.six.moves.urllib', 'requests.packages.urllib3.packages.six.moves.urllib.parse', 'requests.packages.urllib3.response', 'requests.packages.urllib3.util.queue', 'requests.packages.urllib3.poolmanager', 'idna', 'idna.package_data', 'idna.core', 'idna.idnadata', 'unicodedata', 'idna.intranges', 'requests.packages.idna', 'requests.packages.idna.package_data', 'requests.packages.idna.core', 'requests.packages.idna.idnadata', 'requests.packages.idna.intranges', 'requests.packages.chardet', 'requests.packages.chardet.universaldetector', 'requests.packages.chardet.charsetgroupprober', 'requests.packages.chardet.enums', 'requests.packages.chardet.charsetprober', 'requests.packages.chardet.escprober', 'requests.packages.chardet.codingstatemachine', 'requests.packages.chardet.escsm', 'requests.packages.chardet.latin1prober', 'requests.packages.chardet.mbcsgroupprober', 'requests.packages.chardet.utf8prober', 'requests.packages.chardet.mbcssm', 'requests.packages.chardet.sjisprober', 'requests.packages.chardet.mbcharsetprober', 'requests.packages.chardet.chardistribution', 'requests.packages.chardet.euctwfreq', 'requests.packages.chardet.euckrfreq', 'requests.packages.chardet.gb2312freq', 'requests.packages.chardet.big5freq', 'requests.packages.chardet.jisfreq', 'requests.packages.chardet.jpcntx', 'requests.packages.chardet.eucjpprober', 'requests.packages.chardet.gb2312prober', 'requests.packages.chardet.euckrprober', 'requests.packages.chardet.cp949prober', 'requests.packages.chardet.big5prober', 'requests.packages.chardet.euctwprober', 'requests.packages.chardet.sbcsgroupprober', 'requests.packages.chardet.hebrewprober', 'requests.packages.chardet.langbulgarianmodel', 'requests.packages.chardet.sbcharsetprober', 'requests.packages.chardet.langgreekmodel', 'requests.packages.chardet.langhebrewmodel', 'requests.packages.chardet.langrussianmodel', 'requests.packages.chardet.langthaimodel', 'requests.packages.chardet.langturkishmodel', 'requests.packages.chardet.version', 'requests.models', 'encodings.idna', 'stringprep', 'requests.hooks', 'requests.auth', 'requests.status_codes', 'requests.api', 'requests.sessions', 'requests.adapters', 'terminaltables', 'terminaltables.ascii_table', 'terminaltables.base_table', 'terminaltables.build', 'terminaltables.width_and_alignment', 'terminaltables.terminal_io', 'ctypes', '_ctypes', 'ctypes._endian', 'terminaltables.github_table', 'terminaltables.other_tables', 'encodings.cp437', 'rasa.model', 'glob', 'rasa.exceptions', 'rasa.shared.exceptions', 'jsonschema', 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'keras.api.keras.preprocessing.text', 'keras.api.keras.regularizers', 'keras.api.keras.utils', 'keras.api.keras.wrappers', 'keras.api.keras.wrappers.scikit_learn', 'keras.wrappers', 'keras.wrappers.scikit_learn', 'keras.api._v2', 'keras.api._v2.keras', 'keras.api._v2.keras.__internal__', 'keras.api._v2.keras.__internal__.backend', 'keras.api._v2.keras.__internal__.losses', 'keras.api._v2.keras.__internal__.models', 'keras.api._v2.keras.__internal__.utils', 'keras.api._v2.keras.activations', 'keras.api._v2.keras.applications', 'keras.api._v2.keras.applications.densenet', 'keras.api._v2.keras.applications.efficientnet', 'keras.api._v2.keras.applications.imagenet_utils', 'keras.api._v2.keras.applications.inception_resnet_v2', 'keras.api._v2.keras.applications.inception_v3', 'keras.api._v2.keras.applications.mobilenet', 'keras.api._v2.keras.applications.mobilenet_v2', 'keras.api._v2.keras.applications.mobilenet_v3', 'keras.api._v2.keras.applications.nasnet', 'keras.api._v2.keras.applications.resnet', 'keras.api._v2.keras.applications.resnet50', 'keras.api._v2.keras.applications.resnet_v2', 'keras.api._v2.keras.applications.vgg16', 'keras.api._v2.keras.applications.vgg19', 'keras.api._v2.keras.applications.xception', 'keras.api._v2.keras.backend', 'keras.api._v2.keras.callbacks', 'keras.api._v2.keras.callbacks.experimental', 'keras.api._v2.keras.constraints', 'keras.api._v2.keras.datasets', 'keras.api._v2.keras.datasets.boston_housing', 'keras.api._v2.keras.datasets.cifar10', 'keras.api._v2.keras.datasets.cifar100', 'keras.api._v2.keras.datasets.fashion_mnist', 'keras.api._v2.keras.datasets.imdb', 'keras.api._v2.keras.datasets.mnist', 'keras.api._v2.keras.datasets.reuters', 'keras.api._v2.keras.estimator', 'keras.api._v2.keras.experimental', 'keras.api._v2.keras.initializers', 'keras.api._v2.keras.layers', 'keras.api._v2.keras.layers.experimental', 'keras.api._v2.keras.layers.experimental.preprocessing', 'keras.feature_column.dense_features_v2', 'keras.api._v2.keras.losses', 'keras.api._v2.keras.metrics', 'keras.api._v2.keras.mixed_precision', 'keras.api._v2.keras.mixed_precision.experimental', 'keras.mixed_precision.get_layer_policy', 'keras.api._v2.keras.models', 'keras.api._v2.keras.optimizers', 'keras.api._v2.keras.optimizers.schedules', 'keras.api._v2.keras.preprocessing', 'keras.api._v2.keras.preprocessing.image', 'keras.api._v2.keras.preprocessing.sequence', 'keras.api._v2.keras.preprocessing.text', 'keras.api._v2.keras.regularizers', 'keras.api._v2.keras.utils', 'keras.api._v2.keras.utils.experimental', 'keras.api._v2.keras.wrappers', 'keras.api._v2.keras.wrappers.scikit_learn', 'rasa.utils.tensorflow.data_generator', 'rasa.utils.tensorflow.model_data', 'sklearn', 'sklearn._config', 'sklearn._distributor_init', 'sklearn.__check_build', 'sklearn.__check_build._check_build', 'sklearn.base', 'sklearn.utils', 'sklearn.utils.murmurhash', 'sklearn.utils.class_weight', 'sklearn.utils.validation', 'joblib', 'joblib.memory', 'pydoc', '_sysconfigdata_m_linux_x86_64-linux-gnu', 'joblib.hashing', 'joblib.func_inspect', 'joblib.logger', 'joblib.disk', 'joblib._store_backends', 'joblib.backports', 'joblib.numpy_pickle', 'joblib.compressor', 'joblib.numpy_pickle_utils', 'joblib.numpy_pickle_compat', 'joblib.parallel', 'joblib._multiprocessing_helpers', '_multiprocessing', 'joblib._parallel_backends', 'joblib.my_exceptions', 'joblib._deprecated_my_exceptions', 'joblib.pool', 'joblib._memmapping_reducer', 'mmap', 'joblib.externals', 'joblib.externals.loky', 'joblib.externals.loky._base', 'joblib.externals.loky.backend', 'joblib.externals.loky.backend.context', 'joblib.externals.loky.backend.process', 'joblib.externals.loky.backend.compat', 'joblib.externals.loky.backend.compat_posix', 'multiprocessing.connection', 'multiprocessing.synchronize', 'joblib.externals.loky.backend.reduction', 'joblib.externals.loky.backend._posix_reduction', 'joblib.externals.cloudpickle', 'joblib.externals.cloudpickle.cloudpickle', 'joblib.externals.cloudpickle.compat', 'joblib.externals.cloudpickle.cloudpickle_fast', 'joblib.externals.loky.reusable_executor', 'joblib.externals.loky.process_executor', 'joblib.externals.loky.backend.queues', 'multiprocessing.queues', 'joblib.externals.loky.backend.utils', 'psutil', 'psutil._common', 'psutil._compat', 'psutil._pslinux', 'psutil._psposix', 'psutil._psutil_linux', 'psutil._psutil_posix', 'resource', 'concurrent.futures.process', 'joblib.externals.loky.cloudpickle_wrapper', 'joblib.externals.loky.backend.resource_tracker', 'joblib.externals.loky.backend.spawn', 'runpy', 'joblib.executor', 'sklearn.utils.fixes', 'scipy.stats', 'scipy.stats.stats', 'scipy.spatial', 'scipy.spatial.kdtree', 'scipy.spatial.ckdtree', 'scipy.spatial.qhull', 'scipy._lib.messagestream', 'scipy.spatial._spherical_voronoi', 'scipy.spatial._voronoi', 'scipy.spatial._plotutils', 'scipy._lib.decorator', 'scipy.spatial._procrustes', 'scipy.spatial._geometric_slerp', 'scipy.spatial.distance', 'scipy.spatial._distance_wrap', 'scipy.spatial._hausdorff', 'scipy.spatial._distance_pybind', 'scipy.spatial.transform', 'scipy.spatial.transform.rotation', 'scipy.spatial.transform._rotation_groups', 'scipy.constants', 'scipy.constants.codata', 'scipy.constants.constants', 'scipy.spatial.transform._rotation_spline', 'scipy.stats.distributions', 'scipy.stats._distn_infrastructure', 'scipy.stats._distr_params', 'scipy.optimize', 'scipy.optimize.optimize', 'scipy.optimize.linesearch', 'scipy.optimize.minpack2', 'scipy.optimize._numdiff', 'scipy.sparse.linalg', 'scipy.sparse.linalg.isolve', 'scipy.sparse.linalg.isolve.iterative', 'scipy.sparse.linalg.isolve._iterative', 'scipy.sparse.linalg.interface', 'scipy.sparse.linalg.isolve.utils', 'scipy._lib._threadsafety', 'scipy.sparse.linalg.isolve.minres', 'scipy.sparse.linalg.isolve.lgmres', 'scipy.sparse.linalg.isolve._gcrotmk', 'scipy.sparse.linalg.isolve.lsqr', 'scipy.sparse.linalg.isolve.lsmr', 'scipy.sparse.linalg.dsolve', 'scipy.sparse.linalg.dsolve.linsolve', 'scipy.sparse.linalg.dsolve._superlu', 'scipy.sparse.linalg.dsolve._add_newdocs', 'scipy.sparse.linalg.eigen', 'scipy.sparse.linalg.eigen.arpack', 'scipy.sparse.linalg.eigen.arpack.arpack', 'scipy.sparse.linalg.eigen.arpack._arpack', 'scipy.sparse.linalg.eigen.lobpcg', 'scipy.sparse.linalg.eigen.lobpcg.lobpcg', 'scipy.sparse.linalg.matfuncs', 'scipy.sparse.linalg._expm_multiply', 'scipy.sparse.linalg._onenormest', 'scipy.sparse.linalg._norm', 'scipy.optimize._group_columns', 'scipy.optimize._differentiable_functions', 'scipy.optimize._hessian_update_strategy', 'scipy.optimize._minimize', 'scipy.optimize._trustregion_dogleg', 'scipy.optimize._trustregion', 'scipy.optimize._trustregion_ncg', 'scipy.optimize._trustregion_krylov', 'scipy.optimize._trlib', 'scipy.optimize._trlib._trlib', 'scipy.optimize._trustregion_exact', 'scipy.optimize._trustregion_constr', 'scipy.optimize._trustregion_constr.minimize_trustregion_constr', 'scipy.optimize._constraints', 'numpy.testing', 'numpy.testing._private', 'numpy.testing._private.utils', 'numpy.testing._private.decorators', 'numpy.testing._private.nosetester', 'scipy.optimize._trustregion_constr.equality_constrained_sqp', 'scipy.optimize._trustregion_constr.projections', 'scipy.optimize._trustregion_constr.qp_subproblem', 'scipy.optimize._trustregion_constr.canonical_constraint', 'scipy.optimize._trustregion_constr.tr_interior_point', 'scipy.optimize._trustregion_constr.report', 'scipy.optimize.lbfgsb', 'scipy.optimize._lbfgsb', 'scipy.optimize.tnc', 'scipy.optimize.moduleTNC', 'scipy.optimize.cobyla', 'scipy.optimize._cobyla', 'scipy.optimize.slsqp', 'scipy.optimize._slsqp', 'scipy.optimize._root', 'scipy.optimize.minpack', 'scipy.optimize._minpack', 'scipy.optimize._lsq', 'scipy.optimize._lsq.least_squares', 'scipy.optimize._lsq.trf', 'scipy.optimize._lsq.common', 'scipy.optimize._lsq.dogbox', 'scipy.optimize._lsq.lsq_linear', 'scipy.optimize._lsq.trf_linear', 'scipy.optimize._lsq.givens_elimination', 'scipy.optimize._lsq.bvls', 'scipy.optimize._spectral', 'scipy.optimize.nonlin', 'scipy.optimize._root_scalar', 'scipy.optimize.zeros', 'scipy.optimize._zeros', 'scipy.optimize._nnls', 'scipy.optimize.__nnls', 'scipy.optimize._basinhopping', 'scipy.optimize._linprog', 'scipy.optimize._linprog_highs', 'scipy.optimize._highs', 'scipy.optimize._highs._highs_wrapper', 'scipy.optimize._highs.cython.src._highs_wrapper', 'scipy.optimize._highs._highs_constants', 'scipy.optimize._highs.cython.src._highs_constants', 'scipy.optimize._linprog_ip', 'scipy.optimize._linprog_util', 'scipy.optimize._remove_redundancy', 'scipy.linalg.interpolative', 'scipy.linalg._interpolative_backend', 'scipy.linalg._interpolative', 'scipy.optimize._linprog_simplex', 'scipy.optimize._linprog_rs', 'scipy.optimize._bglu_dense', 'scipy.optimize._linprog_doc', 'scipy.optimize._lsap', 'scipy.optimize._lsap_module', 'scipy.optimize._differentialevolution', 'scipy.optimize._shgo', 'scipy.optimize._shgo_lib', 'scipy.optimize._shgo_lib.triangulation', 'scipy.optimize._dual_annealing', 'scipy.optimize._qap', 'scipy.integrate', 'scipy.integrate._quadrature', 'scipy.integrate.odepack', 'scipy.integrate._odepack', 'scipy.integrate.quadpack', 'scipy.integrate._quadpack', 'scipy.integrate._ode', 'scipy.integrate.vode', 'scipy.integrate._dop', 'scipy.integrate.lsoda', 'scipy.integrate._bvp', 'scipy.integrate._ivp', 'scipy.integrate._ivp.ivp', 'scipy.integrate._ivp.bdf', 'scipy.integrate._ivp.common', 'scipy.integrate._ivp.base', 'scipy.integrate._ivp.radau', 'scipy.integrate._ivp.rk', 'scipy.integrate._ivp.dop853_coefficients', 'scipy.integrate._ivp.lsoda', 'scipy.integrate._quad_vec', 'scipy.misc', 'scipy.misc.doccer', 'scipy.misc.common', 'scipy.stats._constants', 'scipy.stats._continuous_distns', 'scipy.interpolate', 'scipy.interpolate.interpolate', 'scipy.interpolate.fitpack', 'scipy.interpolate._fitpack_impl', 'scipy.interpolate._fitpack', 'scipy.interpolate.dfitpack', 'scipy.interpolate._bsplines', 'scipy.interpolate._bspl', 'scipy.interpolate.polyint', 'scipy.interpolate._ppoly', 'scipy.interpolate.fitpack2', 'scipy.interpolate.interpnd', 'scipy.interpolate.rbf', 'scipy.interpolate._rbfinterp', 'scipy.interpolate._rbfinterp_pythran', 'scipy.interpolate._cubic', 'scipy.interpolate.ndgriddata', 'scipy.interpolate._pade', 'scipy.stats._stats', 'scipy.special.cython_special', 'scipy.stats._rvs_sampling', 'scipy.stats._tukeylambda_stats', 'scipy.stats._ksstats', 'scipy.stats._boost', 'scipy.stats._boost.beta_ufunc', 'beta_ufunc', 'scipy.stats._boost.binom_ufunc', 'binom_ufunc', 'scipy.stats._boost.nbinom_ufunc', 'nbinom_ufunc', 'scipy.stats._discrete_distns', 'scipy.stats.biasedurn', 'scipy.stats._entropy', 'scipy.stats.mstats_basic', 'scipy.stats._stats_mstats_common', 'scipy._lib._bunch', 'scipy.stats._hypotests', 'scipy.stats._wilcoxon_data', 'scipy.stats.morestats', 'scipy.stats.statlib', 'scipy.stats.contingency', 'scipy.stats._relative_risk', 'scipy.stats._common', 'scipy.stats._crosstab', 'scipy.stats._binomtest', 'scipy.stats._binned_statistic', 'scipy.stats.kde', 'scipy.stats.mvn', 'scipy.stats.mstats', 'scipy.stats.mstats_extras', 'scipy.stats.qmc', 'scipy.stats._qmc', 'scipy.stats._sobol', 'scipy.stats._qmc_cy', 'scipy.stats._multivariate', 'scipy.stats._bootstrap', 'scipy.stats._page_trend_test', 'scipy.stats._mannwhitneyu', 'sklearn.utils.deprecation', 'sklearn.exceptions', 'sklearn.utils._joblib', 'sklearn.utils._estimator_html_repr', 'sklearn.utils._tags', 'sklearn.utils._show_versions', 'sklearn.utils._openmp_helpers', 'sklearn.model_selection', 'sklearn.model_selection._split', 'sklearn.utils.multiclass', 'sklearn.model_selection._validation', 'sklearn.utils.metaestimators', 'sklearn.metrics', 'sklearn.metrics._ranking', 'sklearn.utils.extmath', 'sklearn.utils._logistic_sigmoid', 'sklearn.utils.sparsefuncs_fast', '_cython_0_29_23', 'sklearn.utils.sparsefuncs', 'sklearn.preprocessing', 'sklearn.preprocessing._function_transformer', 'sklearn.preprocessing._data', 'sklearn.preprocessing._csr_polynomial_expansion', 'sklearn.preprocessing._encoders', 'sklearn.utils._encode', 'sklearn.preprocessing._label', 'sklearn.preprocessing._discretization', 'sklearn.metrics._base', 'sklearn.metrics._classification', 'sklearn.metrics.cluster', 'sklearn.metrics.cluster._supervised', 'sklearn.metrics.cluster._expected_mutual_info_fast', 'sklearn.metrics.cluster._unsupervised', 'sklearn.metrics.pairwise', 'sklearn.utils._mask', 'sklearn.metrics._pairwise_fast', 'sklearn.metrics.cluster._bicluster', 'sklearn.metrics._regression', 'sklearn._loss', 'sklearn._loss.glm_distribution', 'sklearn.utils.stats', 'sklearn.metrics._scorer', 'sklearn.metrics._plot', 'sklearn.metrics._plot.det_curve', 'sklearn.metrics._plot.base', 'sklearn.metrics._plot.roc_curve', 'sklearn.metrics._plot.precision_recall_curve', 'sklearn.metrics._plot.confusion_matrix', 'sklearn.model_selection._search', 'sklearn.utils.random', 'sklearn.utils._random', 'rasa.utils.tensorflow.model_data_utils', 'rasa.core.exceptions', 'rasa.shared.core.generator', 'rasa.engine.constants', 'rasa.core.channels', 'rasa.core.channels.channel', 'jwt', 'jwt.api_jws', 'jwt.algorithms', 'jwt.exceptions', 'jwt.utils', 'cryptography', 'cryptography.__about__', 'cryptography.hazmat', 'cryptography.hazmat.primitives', 'cryptography.hazmat.primitives.asymmetric', 'cryptography.hazmat.primitives.asymmetric.ec', 'cryptography.utils', 'cryptography.hazmat._oid', 'cryptography.hazmat.backends', 'cryptography.hazmat.primitives._serialization', 'cryptography.hazmat.primitives.hashes', 'cryptography.exceptions', 'cryptography.hazmat.backends.interfaces', 'cryptography.hazmat.primitives.asymmetric.utils', 'cryptography.hazmat._der', 'cryptography.hazmat.primitives.asymmetric.padding', 'cryptography.hazmat.primitives._asymmetric', 'cryptography.hazmat.primitives.asymmetric.rsa', 'cryptography.hazmat.primitives.asymmetric.ed25519', 'cryptography.hazmat.primitives.serialization', 'cryptography.hazmat.primitives.serialization.base', 'cryptography.hazmat._types', 'cryptography.hazmat.primitives.asymmetric.dsa', 'cryptography.hazmat.primitives.asymmetric.ed448', 'cryptography.hazmat.primitives.asymmetric.dh', 'cryptography.hazmat.primitives.serialization.ssh', 'cryptography.hazmat.primitives.ciphers', 'cryptography.hazmat.primitives.ciphers.base', 'cryptography.hazmat.primitives._cipheralgorithm', 'cryptography.hazmat.primitives.ciphers.modes', 'cryptography.hazmat.primitives.ciphers.algorithms', 'jwt.api_jwt', 'jwt.jwks_client', 'jwt.api_jwk', 'rasa.core.channels.socketio', 'socketio', 'socketio.client', 'engineio', 'engineio.client', 'engineio.json', 'engineio.exceptions', 'engineio.packet', 'engineio.payload', 'engineio.middleware', 'engineio.static_files', 'engineio.server', 'engineio.socket', 'engineio.asyncio_server', 'engineio.asyncio_socket', 'engineio.asyncio_client', 'engineio.async_drivers', 'engineio.async_drivers.asgi', 'socketio.exceptions', 'socketio.namespace', 'socketio.packet', 'socketio.base_manager', 'bidict', 'bidict._abc', 'bidict._typing', 'bidict._base', 'bidict._dup', 'bidict._exc', 'bidict._iter', 'bidict._mut', 'bidict._bidict', 'bidict._delegating', 'bidict._frozenbidict', 'bidict._frozenordered', 'bidict._orderedbase', 'bidict._named', 'bidict._orderedbidict', 'bidict.metadata', 'socketio.pubsub_manager', 'socketio.kombu_manager', 'socketio.redis_manager', 'redis', 'redis.client', 'redis._compat', 'redis.connection', 'redis.exceptions', 'redis.utils', 'redis.lock', 'socketio.kafka_manager', 'kafka', 'kafka.version', 'kafka.admin', 'kafka.admin.config_resource', 'kafka.admin.client', 'kafka.vendor', 'kafka.vendor.six', 'kafka.admin.acl_resource', 'kafka.errors', 'kafka.client_async', 'kafka.cluster', 'kafka.conn', 'kafka.future', 'kafka.metrics', 'kafka.metrics.compound_stat', 'kafka.metrics.stat', 'kafka.metrics.dict_reporter', 'kafka.metrics.metrics_reporter', 'kafka.metrics.kafka_metric', 'kafka.metrics.measurable', 'kafka.metrics.metric_config', 'kafka.metrics.metric_name', 'kafka.metrics.metrics', 'kafka.metrics.stats', 'kafka.metrics.stats.avg', 'kafka.metrics.stats.sampled_stat', 'kafka.metrics.measurable_stat', 'kafka.metrics.stats.count', 'kafka.metrics.stats.histogram', 'kafka.metrics.stats.max_stat', 'kafka.metrics.stats.min_stat', 'kafka.metrics.stats.percentile', 'kafka.metrics.stats.percentiles', 'kafka.metrics.stats.rate', 'kafka.metrics.stats.sensor', 'kafka.metrics.stats.total', 'kafka.metrics.quota', 'kafka.oauth', 'kafka.oauth.abstract', 'kafka.protocol', 'kafka.protocol.admin', 'kafka.protocol.api', 'kafka.protocol.struct', 'kafka.protocol.abstract', 'kafka.protocol.types', 'kafka.util', 'kafka.protocol.commit', 'kafka.protocol.offset', 'kafka.protocol.produce', 'kafka.protocol.metadata', 'kafka.protocol.fetch', 'kafka.protocol.parser', 'kafka.protocol.frame', 'kafka.scram', 'kafka.structs', 'kafka.vendor.socketpair', 'kafka.coordinator', 'kafka.coordinator.protocol', 'kafka.admin.new_topic', 'kafka.admin.new_partitions', 'kafka.consumer', 'kafka.consumer.group', 'kafka.consumer.fetcher', 'kafka.record', 'kafka.record.memory_records', 'kafka.record.abc', 'kafka.record.legacy_records', 'kafka.record.util', 'kafka.record._crc32c', 'kafka.codec', 'kafka.vendor.six.moves', 'kafka.record.default_records', 'kafka.serializer', 'kafka.serializer.abstract', 'kafka.consumer.subscription_state', 'kafka.coordinator.consumer', 'kafka.coordinator.base', 'kafka.coordinator.heartbeat', 'kafka.protocol.group', 'kafka.coordinator.assignors', 'kafka.coordinator.assignors.range', 'kafka.coordinator.assignors.abstract', 'kafka.coordinator.assignors.roundrobin', 'kafka.coordinator.assignors.sticky', 'kafka.coordinator.assignors.sticky.sticky_assignor', 'kafka.coordinator.assignors.sticky.partition_movements', 'kafka.coordinator.assignors.sticky.sorted_set', 'kafka.producer', 'kafka.producer.kafka', 'kafka.partitioner', 'kafka.partitioner.default', 'kafka.producer.future', 'kafka.producer.record_accumulator', 'kafka.producer.buffer', 'kafka.producer.sender', 'socketio.zmq_manager', 'socketio.server', 'socketio.middleware', 'socketio.tornado', 'socketio.asyncio_client', 'socketio.asyncio_server', 'socketio.asyncio_manager', 'socketio.asyncio_namespace', 'socketio.asyncio_redis_manager', 'socketio.asyncio_pubsub_manager', 'socketio.asyncio_aiopika_manager', 'socketio.asgi', 'rasa.core.channels.botframework', 'rasa.core.channels.callback', 'rasa.core.channels.rest', 'rasa.core.channels.console', 'questionary', 'prompt_toolkit', 'prompt_toolkit.application', 'prompt_toolkit.application.application', 'prompt_toolkit.buffer', 'prompt_toolkit.application.current', 'prompt_toolkit.application.run_in_terminal', 'prompt_toolkit.eventloop', 'prompt_toolkit.eventloop.async_generator', 'prompt_toolkit.eventloop.utils', 'prompt_toolkit.eventloop.inputhook', 'prompt_toolkit.utils', 'wcwidth', 'wcwidth.wcwidth', 'wcwidth.table_wide', 'wcwidth.table_zero', 'wcwidth.unicode_versions', 'prompt_toolkit.auto_suggest', 'prompt_toolkit.document', 'prompt_toolkit.clipboard', 'prompt_toolkit.clipboard.base', 'prompt_toolkit.selection', 'prompt_toolkit.clipboard.in_memory', 'prompt_toolkit.filters', 'prompt_toolkit.filters.app', 'prompt_toolkit.cache', 'prompt_toolkit.enums', 'prompt_toolkit.filters.base', 'prompt_toolkit.filters.cli', 'prompt_toolkit.filters.utils', 'prompt_toolkit.completion', 'prompt_toolkit.completion.base', 'prompt_toolkit.formatted_text', 'prompt_toolkit.formatted_text.ansi', 'prompt_toolkit.output', 'prompt_toolkit.output.base', 'prompt_toolkit.data_structures', 'prompt_toolkit.styles', 'prompt_toolkit.styles.base', 'prompt_toolkit.styles.defaults', 'prompt_toolkit.styles.named_colors', 'prompt_toolkit.styles.style', 'prompt_toolkit.styles.pygments', 'prompt_toolkit.styles.style_transformation', 'colorsys', 'prompt_toolkit.output.color_depth', 'prompt_toolkit.output.defaults', 'prompt_toolkit.output.vt100', 'prompt_toolkit.formatted_text.base', 'prompt_toolkit.mouse_events', 'prompt_toolkit.formatted_text.html', 'prompt_toolkit.formatted_text.pygments', 'prompt_toolkit.formatted_text.utils', 'prompt_toolkit.completion.deduplicate', 'prompt_toolkit.completion.filesystem', 'prompt_toolkit.completion.fuzzy_completer', 'prompt_toolkit.completion.word_completer', 'prompt_toolkit.completion.nested', 'prompt_toolkit.history', 'prompt_toolkit.search', 'prompt_toolkit.key_binding', 'prompt_toolkit.key_binding.key_bindings', 'prompt_toolkit.keys', 'prompt_toolkit.key_binding.key_processor', 'prompt_toolkit.key_binding.vi_state', 'prompt_toolkit.validation', 'prompt_toolkit.input', 'prompt_toolkit.input.base', 'prompt_toolkit.input.defaults', 'prompt_toolkit.input.typeahead', 'prompt_toolkit.key_binding.bindings', 'prompt_toolkit.key_binding.bindings.page_navigation', 'prompt_toolkit.key_binding.bindings.scroll', 'prompt_toolkit.key_binding.defaults', 'prompt_toolkit.key_binding.bindings.basic', 'prompt_toolkit.key_binding.bindings.named_commands', 'prompt_toolkit.layout', 'prompt_toolkit.layout.containers', 'prompt_toolkit.layout.controls', 'prompt_toolkit.lexers', 'prompt_toolkit.lexers.base', 'prompt_toolkit.lexers.pygments', 'prompt_toolkit.layout.processors', 'prompt_toolkit.layout.utils', 'prompt_toolkit.layout.dimension', 'prompt_toolkit.layout.margins', 'prompt_toolkit.layout.mouse_handlers', 'prompt_toolkit.layout.screen', 'prompt_toolkit.layout.layout', 'prompt_toolkit.layout.menus', 'prompt_toolkit.layout.scrollable_pane', 'prompt_toolkit.key_binding.bindings.completion', 'prompt_toolkit.key_binding.bindings.cpr', 'prompt_toolkit.key_binding.bindings.emacs', 'prompt_toolkit.key_binding.bindings.mouse', 'prompt_toolkit.key_binding.bindings.vi', 'prompt_toolkit.input.vt100_parser', 'prompt_toolkit.input.ansi_escape_sequences', 'prompt_toolkit.key_binding.digraphs', 'prompt_toolkit.key_binding.emacs_state', 'prompt_toolkit.layout.dummy', 'prompt_toolkit.renderer', 'prompt_toolkit.application.dummy', 'prompt_toolkit.shortcuts', 'prompt_toolkit.shortcuts.dialogs', 'prompt_toolkit.key_binding.bindings.focus', 'prompt_toolkit.widgets', 'prompt_toolkit.widgets.base', 'prompt_toolkit.widgets.toolbars', 'prompt_toolkit.widgets.dialogs', 'prompt_toolkit.widgets.menus', 'prompt_toolkit.shortcuts.progress_bar', 'prompt_toolkit.shortcuts.progress_bar.base', 'prompt_toolkit.shortcuts.progress_bar.formatters', 'prompt_toolkit.shortcuts.prompt', 'prompt_toolkit.key_binding.bindings.auto_suggest', 'prompt_toolkit.key_binding.bindings.open_in_editor', 'prompt_toolkit.shortcuts.utils', 'questionary.version', 'questionary.form', 'questionary.constants', 'questionary.question', 'prompt_toolkit.patch_stdout', 'questionary.utils', 'questionary.prompt', 'questionary.prompts', 'questionary.prompts.autocomplete', 'questionary.prompts.common', 'questionary.prompts.confirm', 'questionary.prompts.text', 'questionary.prompts.select', 'questionary.prompts.rawselect', 'questionary.prompts.password', 'questionary.prompts.checkbox', 'questionary.prompts.path', 'rasa.core.channels.facebook', 'fbmessenger', 'fbmessenger.attachments', 'fbmessenger.quick_replies', 'fbmessenger.error_messages', 'fbmessenger.elements', 'fbmessenger.sender_actions', 'rasa.core.channels.mattermost', 'rasa.core.channels.rasa_chat', 'rasa.core.channels.rocketchat', 'rasa.core.channels.slack', 'slack', 'slack.web', 'slack.version', 'slack.web.client', 'slack.errors', 'slack.web.base_client', 'slack.web.async_internal_utils', 'slack.web.deprecation', 'slack.web.slack_response', 'slack.web.internal_utils', 'slack.web.classes', 'slack.web.classes.attachments', 'slack.web.classes.actions', 'slack.web.classes.objects', 'slack.web.classes.blocks', 'slack.web.classes.elements', 'slack.web.classes.views', 'slack.web.async_client', 'slack.web.async_base_client', 'slack.web.async_slack_response', 'slack.rtm', 'slack.rtm.client', 'slack.webhook', 'slack.webhook.webhook_response', 'slack.webhook.client', 'slack.webhook.internal_utils', 'slack.webhook.async_client', 'rasa.core.channels.telegram', 'telebot', 'telebot.util', 'telebot.types', 'telebot.apihelper', 'telebot.handler_backends', 'rasa.core.channels.twilio', 'twilio', 'twilio.base', 'twilio.base.exceptions', 'twilio.rest', 'twilio.base.obsolete', 'twilio.compat', 'twilio.http', 'twilio.http.http_client', 'twilio.http.request', 'twilio.http.response', 'rasa.core.channels.twilio_voice', 'twilio.twiml', 'twilio.twiml.voice_response', 'rasa.core.channels.webexteams', 'webexteamssdk', 'webexteamssdk.models', 'webexteamssdk.models.cards', 'webexteamssdk.models.cards.adaptive_card_component', 'webexteamssdk.models.cards.card', 'webexteamssdk.models.cards.actions', 'webexteamssdk.models.cards.utils', 'webexteamssdk.models.cards.components', 'webexteamssdk.models.cards.options', 'webexteamssdk.models.cards.container', 'webexteamssdk.models.cards.inputs', 'webexteamssdk._metadata', 'webexteamssdk._version', 'webexteamssdk.api', 'past', 'future', 'past.types', 'past.utils', 'past.types.basestring', 'past.types.olddict', 'past.types.oldstr', 'webexteamssdk.config', 'webexteamssdk.environment', 'webexteamssdk.exceptions', 'webexteamssdk.response_codes', 'webexteamssdk.models.immutable', 'webexteamssdk.utils', 'future.standard_library', 'future.utils', 'past.builtins', 'past.builtins.noniterators', 'past.builtins.misc', 'webexteamssdk.models.mixins', 'webexteamssdk.models.mixins.access_token', 'webexteamssdk.models.mixins.admin_audit_event', 'webexteamssdk.models.mixins.attachment_action', 'webexteamssdk.models.mixins.event', 'webexteamssdk.models.mixins.guest_issuer_token', 'webexteamssdk.models.mixins.license', 'webexteamssdk.models.mixins.membership', 'webexteamssdk.models.mixins.message', 'webexteamssdk.models.mixins.organization', 'webexteamssdk.models.mixins.person', 'webexteamssdk.models.mixins.role', 'webexteamssdk.models.mixins.room', 'webexteamssdk.models.mixins.room_meeting_info', 'webexteamssdk.models.mixins.team', 'webexteamssdk.models.mixins.team_membership', 'webexteamssdk.models.mixins.webhook', 'webexteamssdk.models.mixins.webhook_event', 'webexteamssdk.restsession', 'webexteamssdk.api.access_tokens', 'webexteamssdk.api.admin_audit_events', 'webexteamssdk.generator_containers', 'webexteamssdk.api.attachment_actions', 'webexteamssdk.api.events', 'webexteamssdk.api.guest_issuer', 'webexteamssdk.api.licenses', 'webexteamssdk.api.memberships', 'webexteamssdk.api.messages', 'requests_toolbelt', 'requests_toolbelt.adapters', 'requests_toolbelt.adapters.ssl', 'requests_toolbelt._compat', 'urllib3.contrib.appengine', 'requests_toolbelt.adapters.source', 'requests_toolbelt.auth', 'requests_toolbelt.auth.guess', 'requests_toolbelt.auth._digest_auth_compat', 'requests_toolbelt.auth.http_proxy_digest', 'requests_toolbelt.multipart', 'requests_toolbelt.multipart.encoder', 'requests_toolbelt.multipart.decoder', 'requests_toolbelt.streaming_iterator', 'requests_toolbelt.utils', 'requests_toolbelt.utils.user_agent', 'webexteamssdk.api.organizations', 'webexteamssdk.api.people', 'webexteamssdk.api.roles', 'webexteamssdk.api.rooms', 'webexteamssdk.api.team_memberships', 'webexteamssdk.api.teams', 'webexteamssdk.api.webhooks', 'webexteamssdk.models.dictionary', 'webexteamssdk.models.simple', 'rasa.core.channels.hangouts', 'oauth2client', 'oauth2client.client', 'oauth2client._helpers', 'oauth2client._pkce', 'oauth2client.clientsecrets', 'oauth2client.transport', 'httplib2', 'httplib2.socks', 'httplib2.auth', 'httplib2.error', 'httplib2.iri2uri', 'httplib2.certs', 'oauth2client.crypt', 'oauth2client._pure_python_crypt', 'pyasn1', 'pyasn1.codec', 'pyasn1.codec.der', 'pyasn1.codec.der.decoder', 'pyasn1.codec.cer', 'pyasn1.codec.cer.decoder', 'pyasn1.error', 'pyasn1.codec.ber', 'pyasn1.codec.ber.decoder', 'pyasn1.debug', 'pyasn1.compat', 'pyasn1.compat.octets', 'pyasn1.codec.ber.eoo', 'pyasn1.type', 'pyasn1.type.base', 'pyasn1.compat.calling', 'pyasn1.type.constraint', 'pyasn1.type.error', 'pyasn1.type.tag', 'pyasn1.type.tagmap', 'pyasn1.compat.integer', 'pyasn1.type.char', 'pyasn1.type.univ', 'pyasn1.compat.binary', 'pyasn1.type.namedtype', 'pyasn1.type.namedval', 'pyasn1.type.useful', 'pyasn1.compat.dateandtime', 'pyasn1.compat.string', 'pyasn1_modules', 'pyasn1_modules.pem', 'pyasn1_modules.rfc2459', 'pyasn1.type.opentype', 'pyasn1_modules.rfc5208', 'pyasn1_modules.rfc2251', 'rsa', 'rsa.key', 'rsa.prime', 'rsa.common', 'rsa.randnum', 'rsa.transform', 'rsa.pem', 'rsa.core', 'rsa.pkcs1', 'rasa.engine.recipes.recipe', 'rasa.graph_components.converters', 'rasa.graph_components.converters.nlu_message_converter', 'rasa.graph_components.providers', 'rasa.graph_components.providers.domain_provider', 'rasa.graph_components.providers.domain_without_response_provider', 'rasa.graph_components.providers.nlu_training_data_provider', 'rasa.graph_components.providers.rule_only_provider', 'rasa.graph_components.providers.story_graph_provider', 'rasa.graph_components.providers.training_tracker_provider', 'rasa.nlu.utils.mitie_utils', 'rasa.nlu.extractors.regex_entity_extractor', 'rasa.nlu.utils.pattern_utils', 'rasa.nlu.extractors.crf_entity_extractor', 'rasa.nlu.test', 'rasa.core.agent', 'rasa.core.jobs', 'apscheduler', 'apscheduler.schedulers', 'apscheduler.schedulers.asyncio', 'apscheduler.schedulers.base', 'tzlocal', 'tzlocal.unix', 'pytz', 'pytz.exceptions', 'pytz.lazy', 'pytz.tzinfo', 'pytz.tzfile', 'tzlocal.utils', 'apscheduler.executors', 'apscheduler.executors.base', 'apscheduler.events', 'apscheduler.executors.pool', 'apscheduler.jobstores', 'apscheduler.jobstores.base', 'apscheduler.jobstores.memory', 'apscheduler.util', 'apscheduler.job', 'apscheduler.triggers', 'apscheduler.triggers.base', 'rasa.core.http_interpreter', 'rasa.core.nlg', 'rasa.core.nlg.generator', 'rasa.core.nlg.response', 'rasa.core.nlg.interpolator', 'rasa.core.nlg.callback', 'rasa.core.processor', 'rasa.engine.loader', 'rasa.engine.runner.dask', 'dask', 'dask.config', 'yaml', 'yaml.error', 'yaml.tokens', 'yaml.events', 'yaml.nodes', 'yaml.loader', 'yaml.reader', 'yaml.scanner', 'yaml.parser', 'yaml.composer', 'yaml.constructor', 'yaml.resolver', 'yaml.dumper', 'yaml.emitter', 'yaml.serializer', 'yaml.representer', 'yaml.cyaml', 'yaml._yaml', 'dask.datasets', 'dask.utils', 'dask.core', 'dask.utils_test', 'dask._version', 'dask.base', 'tlz', 'tlz._build_tlz', 'toolz', 'toolz.itertoolz', 'toolz.utils', 'toolz.functoolz', 'toolz._signatures', 'toolz.dicttoolz', 'toolz.recipes', 'toolz.curried', 'toolz.curried.operator', 'toolz.curried.exceptions', 'toolz.sandbox', 'toolz.sandbox.core', 'toolz.sandbox.parallel', 'toolz._version', 'tlz.utils', 'tlz.itertoolz', 'tlz._signatures', 'tlz.functoolz', 'tlz.dicttoolz', 'tlz.recipes', 'tlz._version', 'dask.local', 'dask.callbacks', 'dask.order', 'dask.threaded', 'dask.system', 'dask.context', 'dask.hashing', 'dask.multiprocessing', 'cloudpickle', 'cloudpickle.cloudpickle', 'cloudpickle.compat', 'cloudpickle.cloudpickle_fast', 'dask.optimization', 'dask.delayed', 'dask.highlevelgraph', 'rasa.core.actions', 'rasa.core.actions.action', 'rasa.shared.utils.schemas', 'rasa.shared.utils.schemas.events', 'rasa.core.tracker_store', 'boto3.dynamodb', 'boto3.dynamodb.conditions', 'pymongo', 'pymongo.collection', 'bson', 'bson.binary', 'bson.py3compat', 'bson.code', 'bson.codec_options', 'bson.dbref', 'bson.son', 'bson.decimal128', 'bson.errors', 'bson.int64', 'bson.max_key', 'bson.min_key', 'bson.objectid', 'bson.tz_util', 'bson.regex', 'bson.timestamp', 'bson._cbson', 'bson.raw_bson', 'pymongo.common', 'pymongo.auth', 'pymongo.errors', 'pymongo.saslprep', 'backports', 'pymongo.compression_support', 'pymongo.monitoring', 'pymongo.helpers', 'pymongo.driver_info', 'pymongo.encryption_options', 'pymongo.read_concern', 'pymongo.read_preferences', 'pymongo.max_staleness_selectors', 'pymongo.server_type', 'pymongo.server_selectors', 'pymongo.ssl_support', 'pymongo.write_concern', 'pymongo.message', 'pymongo._cmessage', 'pymongo.aggregation', 'pymongo.collation', 'pymongo.bulk', 'pymongo.client_session', 'pymongo.monotonic', 'pymongo.command_cursor', 'pymongo.change_stream', 'pymongo.cursor', 'pymongo.operations', 'pymongo.results', 'pymongo.mongo_client', 'pymongo.database', 'pymongo.son_manipulator', 'pymongo.periodic_executor', 'pymongo.uri_parser', 'pymongo.srv_resolver', 'dns', 'dns.resolver', 'dns.exception', 'dns.flags', 'dns.ipv4', 'dns._compat', 'dns.ipv6', 'dns.message', 'dns.edns', 'dns.inet', 'dns.name', 'dns.wiredata', 'dns.opcode', 'dns.entropy', 'dns.rcode', 'dns.rdata', 'dns.rdataclass', 'dns.rdatatype', 'dns.tokenizer', 'dns.ttl', 'dns.rrset', 'dns.rdataset', 'dns.set', 'dns.renderer', 'dns.tsig', 'dns.query', 'dns.reversename', 'pymongo.client_options', 'pymongo.pool', 'pymongo.thread_util', 'pymongo.ismaster', 'pymongo.network', 'pymongo.ssl_match_hostname', 'pymongo.cursor_manager', 'pymongo.topology', 'pymongo.topology_description', 'pymongo.server_description', 'pymongo.monitor', 'pymongo.server', 'pymongo.response', 'pymongo.settings', 'pymongo.mongo_replica_set_client', 'sqlalchemy', 'sqlalchemy.util', 'sqlalchemy.util._collections', 'sqlalchemy.util.compat', 'sqlalchemy.cimmutabledict', 'sqlalchemy.util._preloaded', 'sqlalchemy.util.concurrency', 'greenlet', 'greenlet._greenlet', 'sqlalchemy.util._concurrency_py3k', 'sqlalchemy.util.langhelpers', 'sqlalchemy.exc', 'sqlalchemy.util._compat_py3k', 'sqlalchemy.util.deprecations', 'sqlalchemy.engine', 'sqlalchemy.engine.events', 'sqlalchemy.engine.base', 'sqlalchemy.engine.interfaces', 'sqlalchemy.sql', 'sqlalchemy.sql.base', 'sqlalchemy.sql.roles', 'sqlalchemy.sql.visitors', 'sqlalchemy.sql.traversals', 'sqlalchemy.sql.operators', 'sqlalchemy.inspection', 'sqlalchemy.sql.compiler', 'sqlalchemy.sql.coercions', 'sqlalchemy.sql.crud', 'sqlalchemy.sql.dml', 'sqlalchemy.types', 'sqlalchemy.sql.sqltypes', 'sqlalchemy.sql.elements', 'sqlalchemy.sql.type_api', 'sqlalchemy.sql.annotation', 'sqlalchemy.event', 'sqlalchemy.event.api', 'sqlalchemy.event.base', 'sqlalchemy.event.attr', 'sqlalchemy.event.legacy', 'sqlalchemy.event.registry', 'sqlalchemy.processors', 'sqlalchemy.cprocessors', 'sqlalchemy.sql.util', 'sqlalchemy.sql.ddl', 'sqlalchemy.util.topological', 'sqlalchemy.sql.schema', 'sqlalchemy.sql.selectable', 'sqlalchemy.sql.functions', 'sqlalchemy.sql.expression', 'sqlalchemy.sql.lambdas', 'sqlalchemy.sql.events', 'sqlalchemy.sql.default_comparator', 'sqlalchemy.sql.naming', 'sqlalchemy.engine.util', 'sqlalchemy.log', 'sqlalchemy.engine.create', 'sqlalchemy.engine.url', 'sqlalchemy.dialects', 'sqlalchemy.engine.mock', 'sqlalchemy.pool', 'sqlalchemy.pool.events', 'sqlalchemy.pool.base', 'sqlalchemy.pool.dbapi_proxy', 'sqlalchemy.pool.impl', 'sqlalchemy.util.queue', 'sqlalchemy.engine.cursor', 'sqlalchemy.engine.result', 'sqlalchemy.engine.row', 'sqlalchemy.cresultproxy', 'sqlalchemy.engine.reflection', 'sqlalchemy.schema', 'sqlalchemy.events', 'sqlalchemy.engine.default', 'sqlalchemy.engine.characteristics', 'sqlalchemy.ext', 'sqlalchemy.ext.declarative', 'sqlalchemy.ext.declarative.extensions', 'sqlalchemy.orm', 'sqlalchemy.orm.exc', 'sqlalchemy.orm.mapper', 'sqlalchemy.orm.attributes', 'sqlalchemy.orm.collections', 'sqlalchemy.orm.base', 'sqlalchemy.orm.interfaces', 'sqlalchemy.orm.path_registry', 'sqlalchemy.orm.instrumentation', 'sqlalchemy.orm.state', 'sqlalchemy.orm.loading', 'sqlalchemy.orm.strategy_options', 'sqlalchemy.orm.util', 'sqlalchemy.future', 'sqlalchemy.future.engine', 'sqlalchemy.orm.properties', 'sqlalchemy.orm.descriptor_props', 'sqlalchemy.orm.relationships', 'sqlalchemy.orm.context', 'sqlalchemy.orm.decl_api', 'sqlalchemy.orm.clsregistry', 'sqlalchemy.orm.decl_base', 'sqlalchemy.orm.identity', 'sqlalchemy.orm.query', 'sqlalchemy.orm.scoping', 'sqlalchemy.orm.session', 'sqlalchemy.orm.persistence', 'sqlalchemy.orm.evaluator', 'sqlalchemy.orm.sync', 'sqlalchemy.orm.unitofwork', 'sqlalchemy.orm.events', 'sqlalchemy.orm.dynamic', 'sqlalchemy.orm.strategies', 'sqlalchemy.orm.dependency', 'rasa.utils.plotting', 'matplotlib', 'matplotlib.cbook', 'matplotlib.cbook.deprecation', 'matplotlib.rcsetup', 'matplotlib.animation', 'matplotlib._animation_data', 'matplotlib.fontconfig_pattern', 'matplotlib.colors', 'matplotlib.docstring', 'matplotlib._color_data', 'cycler', 'matplotlib._version', 'matplotlib.ft2font', 'kiwisolver']
2021-11-03 13:06:03 DEBUG    rasa.telemetry  - Skipping request to external service: telemetry key not set.
2021-11-03 13:06:03 DEBUG    rasa.cli.utils  - Parameter 'credentials' not set. Using default location 'credentials.yml' instead.
2021-11-03 13:06:03 INFO     root  - Connecting to channel 'cmdline' which was specified by the '--connector' argument. Any other channels will be ignored. To connect to all given channels, omit the '--connector' argument.
2021-11-03 13:06:03 DEBUG    sanic.root  - 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}}
Traceback (most recent call last):
  File "/home/vincent/Development/how-to-rasa/venv/bin/rasa", line 5, in <module>
    main()
  File "/home/vincent/Development/rasa/rasa/__main__.py", line 119, in main
    cmdline_arguments.func(cmdline_arguments)
  File "/home/vincent/Development/rasa/rasa/cli/shell.py", line 125, in shell
    rasa.cli.run.run(args)
  File "/home/vincent/Development/rasa/rasa/cli/run.py", line 126, in run
    rasa.run(**vars(args))
  File "/home/vincent/Development/rasa/rasa/api.py", line 61, in run
    **kwargs,
  File "/home/vincent/Development/rasa/rasa/core/run.py", line 182, in serve_application
    conversation_id=conversation_id,
  File "/home/vincent/Development/rasa/rasa/core/run.py", line 116, in configure_app
    rasa.core.utils.list_routes(app)
  File "/home/vincent/Development/rasa/rasa/core/utils.py", line 106, in list_routes
    for arg in route.parameters:
AttributeError: 'Route' object has no attribute 'parameters'

[koaning]

Possibly related, because of https://github.com/RasaHQ/rasa/issues/9998 I changed the httplib2/auth/auth_param_name.py file such that;

auth_param_name = token.copy().setName("auth-param-name").addParseAction(pp.downcaseTokens)

becomes

auth_param_name = token.copy().setName("auth-param-name").addParseAction(pp.pyparsing_common.downcaseTokens)

Without it, main is broken for a different reason.

[koaning]

I can confirm this is no longer an issue on RC1, so I'm closing this issue.

[gitgithan]

I am also getting the AttributeError: 'Route' object has no attribute 'parameters' on rasa run --debug (i think rasa shell --debug does down a similar path calling run under the hood) using rasa version 2.7.1 and Rasa SDK Version 2.7.0 (what's the difference between these?).

Any suggestions how may I investigate the source code to see why the code runs a different path (i assume that's why it broke with --debug and runs properly without) when debug option is given? Or how may I debug rasa open source and actions server?