rasa interactive flow is not a happy path

[koaning]

Rasa version: Rasa 1.3.9

Python version: 3.6.6

Operating system (windows, osx, ...): osx

Issue: Besides the warning messages mentioned [here]() it is a bit daunting to get started with rasa. My plan was to read through the docs, trying out the commands one by one but the command line is showing errors with little context. In particular I ran these today:

rasa init --no-prompt
rasa train
rasa interactive

The experience is best described by this asciinema.

Error (including full traceback):

Traceback (most recent call last):
  File "/Users/vincent/Development/koaning-rasa/venv/lib/python3.6/site-packages/rasa/core/training/interactive.py", line 1445, in run_interactive_io
    sender_id=uuid.uuid4().hex,
  File "/Users/vincent/Development/koaning-rasa/venv/lib/python3.6/site-packages/rasa/core/training/interactive.py", line 1385, in record_messages
    await _plot_trackers(sender_ids, plot_file, endpoint)
  File "/Users/vincent/Development/koaning-rasa/venv/lib/python3.6/site-packages/rasa/core/training/interactive.py", line 1319, in _plot_trackers
    event_sequences[-1], event_sequences, output_file=None, max_history=2
  File "/Users/vincent/Development/koaning-rasa/venv/lib/python3.6/site-packages/rasa/core/training/visualization.py", line 491, in visualize_neighborhood
    _merge_equivalent_nodes(graph, max_history)
  File "/Users/vincent/Development/koaning-rasa/venv/lib/python3.6/site-packages/rasa/core/training/visualization.py", line 207, in _merge_equivalent_nodes
    graph, i, j, max_history
  File "/Users/vincent/Development/koaning-rasa/venv/lib/python3.6/site-packages/rasa/core/training/visualization.py", line 147, in _nodes_are_equivalent
    return graph.node[node_a]["label"] == graph.node[node_b]["label"] and (
AttributeError: 'MultiDiGraph' object has no attribute 'node'

Command or request that led to error:

rasa interactive

[epicalyx]

Hey! @koaning It works for Networkx==2.2 Please try and let us know!

[koaning]

Ah yes, that does seem to work. I suppose for now it makes sense to limit the version number then.

[erohmensing]

I just tried, and didn't have any problems with the pinned networkx version, 2.3. Do you happen to know which version of networkx you experienced that on and how you ended up with it @koaning ?

[koaning]

i think it was 2.4? can’t recall exactly.

On Wed 23. Oct 2019 at 17:50, Ella Rohm-Ensing notifications@github.com wrote:

I just tried, and didn't have any problems with the pinned networkx version, 2.3. Do you happen to know which version of networkx you experienced that on and how you ended up with it @koaning https://github.com/koaning ?

— You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub https://github.com/RasaHQ/rasa/issues/4643?email_source=notifications&email_token=AAHY7D6CSMPHRXMG5MCPSMTQQBXDVA5CNFSM4JCHITPKYY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGOECB5GWI#issuecomment-545510233, or unsubscribe https://github.com/notifications/unsubscribe-auth/AAHY7D7R7RMSLDSFCK74YYTQQBXDVANCNFSM4JCHITPA .

--

- Vincent

[erohmensing]

Hm okay. 2.3 is the pinned one, so if it was 2.4, it must have been something else that you installed that updated the version. I'll close this.

[koaning]

I'll try it again now. It was a clean install that got me 2.4.

➜  ~ cd Development
➜  Development mkdir rasa-bug-test
➜  Development cd rasa-bug-test
➜  rasa-bug-test virtualenv -p $(which python3.6) venv
Running virtualenv with interpreter /Library/Frameworks/Python.framework/Versions/3.6/bin/python3.6
Using base prefix '/Library/Frameworks/Python.framework/Versions/3.6'
New python executable in /Users/vincent/Development/rasa-bug-test/venv/bin/python3.6
Also creating executable in /Users/vincent/Development/rasa-bug-test/venv/bin/python
Installing setuptools, pip, wheel...done.
➜  rasa-bug-test source venv/bin/activate
(venv) ➜  rasa-bug-test pip install rasa
Collecting rasa
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Requirement already satisfied: setuptools>=41.0.0 in ./venv/lib/python3.6/site-packages (from rasa) (41.4.0)
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Building wheels for collected packages: requests-async, httpcore
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  Stored in directory: /Users/vincent/Library/Caches/pip/wheels/7c/21/32/af08aaede404384a16de345938fa8d380a1647dd491cad8557
Successfully built requests-async httpcore
Installing collected packages: six, wcwidth, prompt-toolkit, questionary, terminaltables, pyparsing, pydot, ruamel.yaml, async-generator, PyJWT, SQLAlchemy, decorator, numpy, cloudpickle, tensorflow-probability, certifi, idna, chardet, urllib3, requests, mattermostwrapper, redis, multidict, yarl, attrs, idna-ssl, typing-extensions, async-timeout, aiohttp, jsonschema, scipy, tqdm, greenlet, gevent, ConfigArgParse, humanfriendly, coloredlogs, MarkupSafe, Jinja2, itsdangerous, Werkzeug, click, flask, flask-cors, rasa-sdk, packaging, tabulate, python-crfsuite, sklearn-crfsuite, pytz, tzlocal, apscheduler, pycparser, cffi, cryptography, future, python-telegram-bot, fbmessenger, rocketchat-API, python-dateutil, docutils, jmespath, botocore, s3transfer, boto3, keras-preprocessing, google-pasta, gast, tensorflow-estimator, termcolor, wrapt, absl-py, astor, protobuf, markdown, grpcio, tensorboard, h5py, keras-applications, tensorflow, kafka-python, cycler, kiwisolver, matplotlib, colorclass, scikit-learn, h11, hpack, hyperframe, h2, rfc3986, httpcore, requests-async, ujson, httptools, aiofiles, websockets, uvloop, sanic, sanic-plugins-framework, sanic-cors, pika, gin-config, dill, googleapis-common-protos, tensorflow-metadata, promise, tensorflow-datasets, kfac, Pillow, mpmath, sympy, pyglet, gym, opencv-python, dopamine-rl, httplib2, pyasn1, rsa, cachetools, pyasn1-modules, google-auth, uritemplate, google-auth-httplib2, google-api-python-client, oauth2client, mesh-tensorflow, bz2file, pypng, gunicorn, tensorflow-hub, tensorflow-gan, tensor2tensor, jsonpickle, python-engineio, python-socketio, websocket-client, slackclient, sanic-jwt, dnspython, pymongo, docopt, PyYAML, pykwalify, colorhash, networkx, requests-toolbelt, webexteamssdk, twilio, rasa
Successfully installed ConfigArgParse-0.15.1 Jinja2-2.10.3 MarkupSafe-1.1.1 Pillow-6.2.1 PyJWT-1.7.1 PyYAML-5.1.2 SQLAlchemy-1.3.10 Werkzeug-0.16.0 absl-py-0.8.1 aiofiles-0.4.0 aiohttp-3.6.2 apscheduler-3.6.1 astor-0.8.0 async-generator-1.10 async-timeout-3.0.1 attrs-19.3.0 boto3-1.10.1 botocore-1.13.1 bz2file-0.98 cachetools-3.1.1 certifi-2019.9.11 cffi-1.13.1 chardet-3.0.4 click-7.0 cloudpickle-1.2.2 colorclass-2.2.0 coloredlogs-10.0 colorhash-1.0.2 cryptography-2.8 cycler-0.10.0 decorator-4.4.0 dill-0.3.1.1 dnspython-1.16.0 docopt-0.6.2 docutils-0.15.2 dopamine-rl-2.0.5 fbmessenger-6.0.0 flask-1.1.1 flask-cors-3.0.8 future-0.18.1 gast-0.2.2 gevent-1.4.0 gin-config-0.2.1 google-api-python-client-1.7.11 google-auth-1.6.3 google-auth-httplib2-0.0.3 google-pasta-0.1.7 googleapis-common-protos-1.6.0 greenlet-0.4.15 grpcio-1.24.3 gunicorn-19.9.0 gym-0.15.3 h11-0.8.1 h2-3.1.1 h5py-2.10.0 hpack-3.0.0 httpcore-0.3.0 httplib2-0.14.0 httptools-0.0.13 humanfriendly-4.18 hyperframe-5.2.0 idna-2.8 idna-ssl-1.1.0 itsdangerous-1.1.0 jmespath-0.9.4 jsonpickle-1.2 jsonschema-2.6.0 kafka-python-1.4.7 keras-applications-1.0.8 keras-preprocessing-1.1.0 kfac-0.2.0 kiwisolver-1.1.0 markdown-3.1.1 matplotlib-3.1.1 mattermostwrapper-2.1 mesh-tensorflow-0.1.4 mpmath-1.1.0 multidict-4.5.2 networkx-2.4 numpy-1.17.3 oauth2client-4.1.3 opencv-python-4.1.1.26 packaging-19.2 pika-1.0.1 promise-2.2.1 prompt-toolkit-2.0.10 protobuf-3.10.0 pyasn1-0.4.7 pyasn1-modules-0.2.7 pycparser-2.19 pydot-1.4.1 pyglet-1.3.2 pykwalify-1.7.0 pymongo-3.9.0 pyparsing-2.4.2 pypng-0.0.20 python-crfsuite-0.9.6 python-dateutil-2.8.0 python-engineio-3.10.0 python-socketio-4.3.1 python-telegram-bot-11.1.0 pytz-2019.3 questionary-1.3.0 rasa-1.4.1 rasa-sdk-1.4.0 redis-3.3.11 requests-2.22.0 requests-async-0.5.0 requests-toolbelt-0.9.1 rfc3986-1.3.2 rocketchat-API-0.6.35 rsa-4.0 ruamel.yaml-0.15.100 s3transfer-0.2.1 sanic-19.9.0 sanic-cors-0.9.9.post1 sanic-jwt-1.3.2 sanic-plugins-framework-0.8.2 scikit-learn-0.20.4 scipy-1.3.1 six-1.12.0 sklearn-crfsuite-0.3.6 slackclient-1.3.2 sympy-1.4 tabulate-0.8.5 tensor2tensor-1.14.1 tensorboard-1.14.0 tensorflow-1.14.0 tensorflow-datasets-1.3.0 tensorflow-estimator-1.14.0 tensorflow-gan-2.0.0 tensorflow-hub-0.6.0 tensorflow-metadata-0.15.0 tensorflow-probability-0.7.0 termcolor-1.1.0 terminaltables-3.1.0 tqdm-4.36.1 twilio-6.32.0 typing-extensions-3.7.4 tzlocal-2.0.0 ujson-1.35 uritemplate-3.0.0 urllib3-1.25.6 uvloop-0.13.0 wcwidth-0.1.7 webexteamssdk-1.2 websocket-client-0.54.0 websockets-8.0.2 wrapt-1.11.2 yarl-1.3.0
(venv) ➜  rasa-bug-test pip freeze | grep network
networkx==2.4

@erohmensing I think one of rasa's dependencies requires networkx to be 2.4.

[koaning]

It should be said that there's a different bug now.

(venv) ➜  rasa-bug-test rasa interactive
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint8 = np.dtype([("qint8", np.int8, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_quint8 = np.dtype([("quint8", np.uint8, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint16 = np.dtype([("qint16", np.int16, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_quint16 = np.dtype([("quint16", np.uint16, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint32 = np.dtype([("qint32", np.int32, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  np_resource = np.dtype([("resource", np.ubyte, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint8 = np.dtype([("qint8", np.int8, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_quint8 = np.dtype([("quint8", np.uint8, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint16 = np.dtype([("qint16", np.int16, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_quint16 = np.dtype([("quint16", np.uint16, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint32 = np.dtype([("qint32", np.int32, 1)])
/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  np_resource = np.dtype([("resource", np.ubyte, 1)])
Traceback (most recent call last):
  File "/Users/vincent/Development/rasa-bug-test/venv/bin/rasa", line 8, in <module>
    sys.exit(main())
  File "/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/rasa/__main__.py", line 76, in main
    cmdline_arguments.func(cmdline_arguments)
  File "/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/rasa/cli/interactive.py", line 60, in interactive
    zipped_model = train.train(args)
  File "/Users/vincent/Development/rasa-bug-test/venv/lib/python3.6/site-packages/rasa/cli/train.py", line 75, in train
    persist_nlu_training_data=args.persist_nlu_data,
AttributeError: 'Namespace' object has no attribute 'persist_nlu_data'

Would this be a new bug?

[erohmensing]

Haha yes, sorry that is a new bug. it is fixed on the 1.4.x branch but is not released yet

[erohmensing]

My apologies, didn't realize that it was pinned correctly in requirements.txt, but not setup.py. the most recent release on networkx last week broke this. reopening until it is correctly pinned

[koaning]

No worries. I had a hunch something was up. Glad to this issue gettin' fixed tho :)

[erohmensing]

Fixed in 1.4.2. Thanks for pointing it out!