unable to run
docker-compose file : [https://github.com/RasaHQ/rasa/blob/main/docker/docker-compose.yml]
rasa.core.agent - Could not load model due to Error initializing graph component for node ‘run_DIETClassifier4’…
version: '3.0'
services:
rasa:
image: rasa/rasa:3.0.8-full
networks: ['rasa-network']
ports:
- "5005:5005"
volumes:
- "./formbot/:/app/"
environment:
MPLCONFIGDIR: "/tmp/"
command:
- run
- --enable-api
- --cors
- "*"
action_server:
image: rasa/rasa-sdk:latest
networks: ['rasa-network']
ports:
- "5055:5055"
volumes:
- "./formbot/actions:/app/actions"
duckling:
image: rasa/duckling:latest
networks: ['rasa-network']
ports:
- "8000:8000"
@azizullah2017 can you share the error message you are getting whilst building the image? a screenshot will be fine.
I have already did.
@azizullah2017 yes, I can see but I want to see on the terminal what message you are getting as a screenshot, please.
@nik202 here is the full log
docker-compose up
WARNING: Found orphan containers (test-doc_server_1) for this project. If you removed or renamed this service in your compose file, you can run this command with the --remove-orphans flag to clean it up.
Starting test-doc_rasa_1 ... done
Starting test-doc_duckling_1 ... done
Starting test-doc_action_server_1 ... done
Attaching to test-doc_duckling_1, test-doc_action_server_1, test-doc_rasa_1
action_server_1 | 2022-02-14 17:12:05 INFO rasa_sdk.endpoint - Starting action endpoint server...
action_server_1 | 2022-02-14 17:12:05 INFO rasa_sdk.executor - Registered function for 'validate_restaurant_form'.
action_server_1 | 2022-02-14 17:12:05 INFO rasa_sdk.endpoint - Action endpoint is up and running on http://0.0.0.0:5055
duckling_1 | Listening on http://0.0.0.0:8000
rasa_1 | 2022-02-14 17:12:11 INFO root - Starting Rasa server on http://0.0.0.0:5005
rasa_1 | 2022-02-14 17:12:20 INFO rasa.core.processor - Loading model models/20220212-205144-small-slider.tar.gz...
rasa_1 | 2022-02-14 17:12:20 ERROR rasa.core.agent - Could not load model due to Error initializing graph component for node 'run_DIETClassifier4'..
rasa_1 | 2022-02-14 17:12:20 INFO root - Rasa server is up and running.
rasa_1 | 2022-02-14 17:16:55 INFO rasa.core.agent - Ignoring message as there is no agent to handle it.
I have tried with Dockerfile and without it too, neither of this working here he my docker file
FROM rasa/rasa:3.0.8-full
WORKDIR /app
COPY ./formbot /app
USER root
USER 1001
@azizullah2017 can you try to follow this thread and make the necessary changes like the rasa and rasa-sdk versions : Dockerizing my rasa chatbot application that has botfront - #11 by nik202
@azizullah2017 can not comment on that, can be a known bug. I am aware that you opened the issue on rasa Github, mean while trying to use a lower version of the rasa image and see if the issue persists?
@azizullah2017 could you update your issue description. This issue isn’t related to docker-compose. Should be something like Cannot load model, error initializing graph for DIETClassifier.
Thanks,
Greg
I updated the issue.
The problem is related to the release of scipy 1.8.0 on February 5. I worked around the problem by going back to 1.7.3. I think any models trained in an environment with Scipy 1.8.0 will fail when deployed to a production environment.
@DC1991Lau noted in the issue that this is also a problem for 2.x:
It happens with the version 2.8.0 as well:
`File “/opt/venv/lib/python3.8/site-packages/rasa/utils/io.py”, line 81, in pickle_load return pickle.load(f)
ModuleNotFoundError: No module named ‘scipy.sparse._coo’`
may be we are missing something here they have used
FROM rasa/rasa:2.8.0
nope, I getting error in order version too.
docker run -it --rm --user root -v $(pwd):/app rasa/rasa:2.2.0-full init --no-prompt docker run -it --rm --user root -v $(pwd):/app rasa/rasa:3.0.8-full train --debug
docker-compose up
version: '3.0'
services:
rasa:
image: rasa/rasa:2.2.0-full
user: root
restart: always
ports:
- 5005:5005
volumes:
- .:/app
command:
- run
- -m
- models
- --enable-api
- --cors
- "*"
- --debug
action_server:
image: rasa/rasa-sdk:2.2.0
networks: ['rasa-network']
ports:
- "5055:5055"
volumes:
- "./formbot/actions:/app/actions"
duckling:
image: rasa/duckling:latest
networks: ['rasa-network']
ports:
- "8000:8000"
networks: {rasa-network: {}}
@nik202 do you any idea what i am missing?
rasa_1 | 2022-02-24 13:50:00 DEBUG rasa.core.lock_store - Deleted lock for conversation 'default'.
rasa_1 | 2022-02-24 13:50:00 ERROR rasa.core.channels.rest - An exception occured while handling user message 'None'.
rasa_1 | Traceback (most recent call last):
rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/channels/rest.py", line 126, in receive
rasa_1 | metadata=metadata,
rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/channels/channel.py", line 85, in handler
rasa_1 | await app.agent.handle_message(*args, **kwargs)
rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/agent.py", line 528, in handle_message
rasa_1 | return await processor.handle_message(message)
rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/processor.py", line 87, in handle_message
rasa_1 | tracker = await self.log_message(message, should_save_tracker=False)
rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/processor.py", line 304, in log_message
rasa_1 | await self._handle_message_with_tracker(message, tracker)
rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/processor.py", line 566, in _handle_message_with_tracker
rasa_1 | parse_data = await self.parse_message(message, tracker)
rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/processor.py", line 539, in parse_message
rasa_1 | if text.startswith(INTENT_MESSAGE_PREFIX):
rasa_1 | AttributeError: 'NoneType' object has no attribute 'startswith'
@azizullah2017 are you using some parser? or can you tell me what is this startwith any code? OR some custom channel?