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RasaHQ / rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
https://rasa.com/docs/rasa/
Apache License 2.0
19.03k stars 4.65k forks source link

rasa interactive flow is not a happy path #4643

Closed koaning closed 5 years ago

koaning commented 5 years ago

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 commented 5 years ago

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

koaning commented 5 years ago

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

erohmensing commented 5 years ago

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 commented 5 years ago

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 commented 5 years ago

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 commented 5 years ago

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
  Downloading https://files.pythonhosted.org/packages/13/d7/af0282854bc4722b7919cb6eab0e7808250e87d7ac9c75d25c93c6176912/rasa-1.4.1-py3-none-any.whl (516kB)
     |████████████████████████████████| 522kB 2.2MB/s
Requirement already satisfied: setuptools>=41.0.0 in ./venv/lib/python3.6/site-packages (from rasa) (41.4.0)
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  Stored in directory: /Users/vincent/Library/Caches/pip/wheels/77/88/bf/dae694bb28bdd23d7eea75cd80119f8b76f2d1804c09f848fc
  Building wheel for httpcore (setup.py) ... done
  Created wheel for httpcore: filename=httpcore-0.3.0-cp36-none-any.whl size=29124 sha256=122011fc9c3a247b1049f6f3c154ff1138266d67f69d77d0043efe9d8e2c978e
  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 commented 5 years ago

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 commented 5 years ago

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

erohmensing commented 5 years ago

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 commented 5 years ago

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

erohmensing commented 5 years ago

Fixed in 1.4.2. Thanks for pointing it out!