I want to create an assisant using a docker file, and when i try to train the bot the following error occurs: InvalidModelError: Model ‘da_core_news_md’ is not a linked spaCy model. Please download and/or link a spaCy model, e.g. by running: python -m spacy download en_core_web_md python -m spacy link en_core_web_md en But in the docker file i have made that exact command. I also tried to change the language in the config file. What am I doing wrong? Thanks in advance. System information: Docker version: 20.10.5 OS: Windows 10

My configuration is like this: pipeline: name: SpacyNLP model: da_core_news_md I tried running the command again, and this it makes a different error. Actually i cant recreate the old error for some weird reason. The new error looks like this: Traceback (most recent call last): File "/opt/venv/bin/rasa", line 8, in sys.exit(main()) File "/opt/venv/lib/python3.8/site-packages/rasa/__main__.py", line 116, in main cmdline_arguments.func(cmdline_arguments) File "/opt/venv/lib/python3.8/site-packages/rasa/cli/train.py", line 58, in train_parser.set_defaults(func=lambda args: train(args, can_exit=True)) File "/opt/venv/lib/python3.8/site-packages/rasa/cli/train.py", line 90, in train training_result = rasa.train( File "/opt/venv/lib/python3.8/site-packages/rasa/train.py", line 94, in train return rasa.utils.common.run_in_loop( File "/opt/venv/lib/python3.8/site-packages/rasa/utils/common.py", line 307, in run_in_loop result = loop.run_until_complete(f) File "uvloop/loop.pyx", line 1456, in uvloop.loop.Loop.run_until_complete File "/opt/venv/lib/python3.8/site-packages/rasa/train.py", line 155, in train_async domain = await file_importer.get_domain() File "/opt/venv/lib/python3.8/site-packages/rasa/shared/utils/common.py", line 141, in decorated return await cache.cached_result() File "/opt/venv/lib/python3.8/site-packages/rasa/shared/importers/importer.py", line 413, in get_domain original, e2e_domain = await asyncio.gather( File "/opt/venv/lib/python3.8/site-packages/rasa/shared/importers/importer.py", line 420, in _get_domain_with_e2e_actions stories = await self.get_stories() File "/opt/venv/lib/python3.8/site-packages/rasa/shared/importers/importer.py", line 455, in get_stories return await self.importer.get_stories( File "/opt/venv/lib/python3.8/site-packages/rasa/shared/importers/importer.py", line 369, in get_stories return await self._importer.get_stories( File "/opt/venv/lib/python3.8/site-packages/rasa/shared/utils/common.py", line 141, in decorated return await cache.cached_result() File "/opt/venv/lib/python3.8/site-packages/rasa/shared/importers/importer.py", line 254, in get_stories stories = await asyncio.gather(*stories) File "/opt/venv/lib/python3.8/site-packages/rasa/shared/importers/rasa.py", line 51, in get_stories await self.get_domain(), File "/opt/venv/lib/python3.8/site-packages/rasa/shared/importers/rasa.py", line 67, in get_domain domain = Domain.load(self._domain_path) File "/opt/venv/lib/python3.8/site-packages/rasa/shared/core/domain.py", line 123, in load other = cls.from_path(path) File "/opt/venv/lib/python3.8/site-packages/rasa/shared/core/domain.py", line 133, in from_path domain = cls.from_file(path) File "/opt/venv/lib/python3.8/site-packages/rasa/shared/core/domain.py", line 146, in from_file return cls.from_yaml(rasa.shared.utils.io.read_file(path), path) File "/opt/venv/lib/python3.8/site-packages/rasa/shared/core/domain.py", line 161, in from_yaml return cls.from_dict(data) File "/opt/venv/lib/python3.8/site-packages/rasa/shared/core/domain.py", line 185, in from_dict return cls( File "/opt/venv/lib/python3.8/site-packages/rasa/shared/core/domain.py", line 545, in __init__ action_names += overridden_form_actions TypeError: unsupported operand type(s) for +=: 'NoneType' and 'list' Thanks in advance

Can you provide your domain file? Looks like you don’t have actions correctly listed in it

I found the error so I can recreate the old error :sweat_smile: Now my domain file looks like this: version: '2.0' config: store_entities_as_slots: true session_config: session_expiration_time: 60 carry_over_slots_to_new_session: true intents: - mood_unhappy: use_entities: true - Datasikkerhed: use_entities: true - Hilsen: use_entities: true - greet: use_entities: true - goodbye: use_entities: true - affirm: use_entities: true - deny: use_entities: true - mood_great: use_entities: true - bot_challenge: use_entities: true - nlu_fallback: use_entities: true - Betafunktioner: use_entities: true - DreamplanVsBank: use_entities: true - KontaktBank: use_entities: true - AndreTingAfValue: use_entities: true - SkalJegGoreDet: use_entities: true - HvordanGorJeg: use_entities: true entities: [] slots: {} responses: utter_greet: - text: Hey! How are you? utter_cheer_up: - image: https://i.imgur.com/nGF1K8f.jpg text: 'Here is something to cheer you up:' utter_did_that_help: - text: Did that help you? utter_happy: - text: Great, carry on! utter_goodbye: - text: Bye utter_iamabot: - text: I am a bot, powered by Rasa. utter_data: - text: Vi opbevarer din data fortroligt i forhold til de nuværende GDPR regler. utter_fallback: - text: Det forstod jeg desværre ikke, kan du prøve at omformulere det utter_beta: - text: Det er desværre ikke muligt lige pt, men vi arbejder på at få det implementeret. utter_DreamplanVsBank: - text: Vi har ikke de samme værktøjer som din bank har, så vi kan ikke lave om i din økonomi. Men vi kan præsentere nogle løsninger du kan lave om i ganske simpelt. Samtidig kan løsningen ændres baseret på dine drømme. utter_KontaktBank: - text: Ideen med vores service, at du bliver bedre forberedt til samtalen med din bank. Det betyder ikke at du skal snakke med banken. utter_AndreTingAfValue: - text: Vores beregninger er lavet ud fra nogle antagelser og baseret på bankers samt finanstilsynets anbefalinger, så vi kan desværre ikke medregne alle former for indtægt endnu. utter_HvordanGorJeg: - text: Det ville vi anbefale at du snakkede med din bankrådgiver om, da vi ikke kender din livssituation. actions: [] forms: {} e2e_actions: []

[image] Blaabjerg96: I found the error so I can recreate the old error :sweat_smile: Do you mean that you fixed the long traceback and are now back to the spacy thing?

Yes I got back to getting the spacy error :sweat_smile:

Ok, then I go back to my initial response :grinning_face_with_smiling_eyes: Do you download the da_core_news_md model in your dockerfile?

I would think so, I run this command: RUN python -m spacy download da_core_news_md

Ok, and then do you link it with RUN python -m spacy link da_core_news_md da (it might be easier if you just provide your dockerfile and config file)

Thanks for the quick reply my dockerfile looks like this: FROM python:3.7.6-slim-buster RUN pip install -U pip setuptools wheel RUN pip install -U spacy==3.0.0 RUN apt-get update RUN apt-get upgrade -y RUN apt-get install -y git RUN python -m spacy download da_core_news_md RUN pip install Ujson RUN pip install tensorflow COPY script.py . CMD python script.py And my config file: pipeline: name: SpacyNLP model: da_core_news_md name: SpacyTokenizer name: SpacyEntityExtractor name: SpacyFeaturizer pooling: mean name: CountVectorsFeaturizer analyzer: char_wb min_ngram: 1 max_ngram: 2 name: DIETClassifier name: FallbackClassifier threshold: 0.8 ambiguity_threshold: 0.1 epochs: 1 `

This is a bit odd – ideally you would be building your image on top of the rasa spacy image instead of building from python. This will make sure that you’re running versions of spacy, tensorflow, etc. that are compatible with the rasa version you’re running (of which I’m still not sure which one you’re trying to run). For example, you could take this rasa spacy image And then make sure to add RUN python -m spacy download da_core_news_md to your dockerfile extending it. You’d already have spacy and tensrflow installed in that case, and the compatible versions to rasa 2.5.0

InvalidModelError: Model 'da_core_news_md' is not a linked spaCy model

Rasa Open Source

Blaabjerg96 (Blaabjerg96) April 26, 2021, 4:30pm 16

The reason for that is because im not smart Of course Rasa has a docker image available.

I will try changing to this and report back to you.

Again thanks for the quick reply

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InvalidModelError: Model 'da_core_news_md' is not a linked spaCy model

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