Apple M1: illegal hardware instruction (using any rasa command)

[khalo-sa]

The environment file I created rebuilds the dependencies of Rasa 3.0.3. Could work for other 3.x versions, but I haven’t tested that. Which version are you interested in?

[Suganth]

I wish to have 2.1.2 Because in later versions, socketio is having some issues. because of that I couldn’t use w0ebchat widget. Will be great if I able to get 2.1.2

[kpullabhotla (kamesh_p)]

when running commands I am getting an error stating tensor-flow 2.6 not available. Can you help?

export RASA_VERSION=3.0.5
conda env create --name rasa-${RASA_VERSION} --file=output/native/rasa_${RASA_VERSION}_env.yml

Collecting package metadata (repodata.json): done
Solving environment: failed

ResolvePackageNotFound: 
  - tensorflow-deps==2.6.0

[khalo-sa]

Hi @kpullabhotla , could you create an issue here, please? https://github.com/khalo-sa/rasa-apple-silicon/issues

[kpullabhotla (kamesh_p)]

@kpullabhotla

conda env create --name rasa-${RASA_VERSION} --file=output/native/rasa_${RASA_VERSION}_env.yml

I am not sure how! but this issue got resolved after restarting my machine. Thanks for your quick response.

But when using spacy I am facing the below issue. Am I missing something?

(rasa-3.0.5) sarathpullabhotla@Kameswaras-MacBook-Pro rasa-docker % rasa train                             
2022-02-13 11:06:54 WARNING  rasa.utils.common  - Failed to write global config. Error: [Errno 13] Permission denied: '/Users/xxxxxxxxx/.config/rasa'. Skipping.
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Loading domain from 'domain.yml' failed. Using empty domain. Error: 'Your domain uses an invalid slot mapping of type 'class_start' for slot 'classes'. Please see https://rasa.com/docs/rasa/domain#slots for more information.'
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/rules.yml': 
Found intent 'goodbye' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/rules.yml': 
Found intent 'bot_challenge' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/rules.yml': 
Found intent 'class' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/rules.yml': 
Found intent 'instructor' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/rules.yml': 
Found intent 'materials' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/stories.yml': 
Found intent 'greet' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/stories.yml': 
Found intent 'mood_great' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/stories.yml': 
Found intent 'mood_unhappy' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/stories.yml': 
Found intent 'affirm' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/shared/utils/io.py:99: UserWarning: Issue found in 'data/stories.yml': 
Found intent 'deny' in stories which is not part of the domain.
More info at https://rasa.com/docs/rasa/stories
Core training was skipped because no valid domain file was found. Only an NLU-model was created. Please specify a valid domain using the '--domain' argument or check if the provided domain file exists.
2022-02-13 11:06:55 WARNING  rasa.utils.common  - Failed to write global config. Error: [Errno 13] Permission denied: '/Users/xxxxxxxxx/.config/rasa'. Skipping.
Traceback (most recent call last):
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/bin/rasa", line 8, in <module>
  sys.exit(main())
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/__main__.py", line 121, in main
  cmdline_arguments.func(cmdline_arguments)
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/cli/train.py", line 59, in <lambda>
  train_parser.set_defaults(func=lambda args: run_training(args, can_exit=True))
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/cli/train.py", line 91, in run_training
  training_result = train_all(
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/api.py", line 105, in train
  return train(
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/model_training.py", line 160, in train
  return _train_graph(
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/model_training.py", line 206, in _train_graph
  rasa.engine.validation.validate(model_configuration)
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/engine/validation.py", line 74, in validate
  _validate(model_configuration.train_schema, True, model_configuration.language)
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/engine/validation.py", line 106, in _validate
  _validate_required_components(schema)
File "/Users/xxxxxxxxx/softwares/miniforge3/envs/rasa-3.0.5/lib/python3.8/site-packages/rasa/engine/validation.py", line 521, in _validate_required_components
  raise GraphSchemaValidationException(
rasa.engine.exceptions.GraphSchemaValidationException: 1 components are missing required components which have to run before themselves:
The following components require a SpacyTokenizer: run_SpacyFeaturizer2. Please add the required components to your model configuration.

Below is my nlu.yml file

# The config recipe.
# https://rasa.com/docs/rasa/model-configuration/
recipe: default.v1

# Configuration for Rasa NLU.
# https://rasa.com/docs/rasa/nlu/components/
language: en

pipeline:
  - name: "SpacyNLP"
    model: "en_core_web_md"
    case_sensitive: False
  - name: "SpacyEntityExtractor"
  - name: "SpacyFeaturizer"
    pooling: mean
  - name: "DIETClassifier"
    epochs: 100
policies:
# # No configuration for policies was provided. The following default policies were used to train your model.
# # If you'd like to customize them, uncomment and adjust the policies.
# # See https://rasa.com/docs/rasa/policies for more information.
   - name: MemoizationPolicy
   - name: KerasPolicy
   - name: MappingPolicy

[khalo-sa]

The optional dependencies like Spacy are currently not part of my release, but will try to add them soon.

[koaning (Vincent D. Warmerdam)]

In the meantime, I’ve written an unofficial guide that might help. Full description can be found on the forum here:

An Unofficial Guide to Installing Rasa on an M1 Macbook

Hi all. Because Rasa uses Tensorflow we’ve been experiencing some pip-related hardship getting installations to work on the new apple M1 macbooks. I think we’ve found a temporary workaround for the situation, but it’s important to emphesize that this workaround is very much temporary. Hopefully, these steps won’t be needed in the future when the Tensorflow/pip incompatibilities are adressed. An unofficial guide to getting Rasa to work on a M1 Macbook. What follows below is a step-by-step guide…