问题
I am trying to deploy a rasa project described like here to google app engine, But the build failed due to some permission issues
The scripts try to create a folder inside container,
FROM rasa/rasa
ENV BOT_ENV=production
COPY . /var/www
WORKDIR /var/www
RUN rasa train
ENTRYPOINT [ "rasa", "run", "-p", "8080"]
I have added following permissions to google cloud build.
Error log frome cloud build.
Epochs: 100%|██████████| 100/100 [00:16<00:00, 6.04it/s, t_loss=1.485, i_loss=0.104, i_acc=1.000]
2020-05-31 18:05:25 INFO rasa.utils.tensorflow.models - Finished training.
2020-05-31 18:05:25 INFO rasa.nlu.model - Finished training component.
2020-05-31 18:05:25 INFO rasa.nlu.model - Starting to train component EntitySynonymMapper
2020-05-31 18:05:25 INFO rasa.nlu.model - Finished training component.
2020-05-31 18:05:25 INFO rasa.nlu.model - Starting to train component ResponseSelector
2020-05-31 18:05:25 INFO rasa.nlu.selectors.response_selector - Retrieval intent parameter was left to its default value. This response selector will be trained on training examples combining all retrieval intents.
2020-05-31 18:05:25 INFO rasa.nlu.model - Finished training component.
2020-05-31 18:05:25 INFO rasa.nlu.model - Successfully saved model into '/tmp/tmpha6sd3hw/nlu'
Training Core model...
Core model training completed.
Training NLU model...
NLU model training completed.
Traceback (most recent call last):
File "/opt/venv/bin/rasa", line 8, in <module>
sys.exit(main())
File "/opt/venv/lib/python3.7/site-packages/rasa/__main__.py", line 108, in main
cmdline_arguments.func(cmdline_arguments)
File "/opt/venv/lib/python3.7/site-packages/rasa/cli/train.py", line 77, in train
nlu_additional_arguments=extract_nlu_additional_arguments(args),
File "/opt/venv/lib/python3.7/site-packages/rasa/train.py", line 52, in train
nlu_additional_arguments=nlu_additional_arguments,
File "uvloop/loop.pyx", line 1456, in uvloop.loop.Loop.run_until_complete
File "/opt/venv/lib/python3.7/site-packages/rasa/train.py", line 107, in train_async
nlu_additional_arguments=nlu_additional_arguments,
File "/opt/venv/lib/python3.7/site-packages/rasa/train.py", line 206, in _train_async_internal
fixed_model_name=fixed_model_name,
File "/opt/venv/lib/python3.7/site-packages/rasa/model.py", line 464, in package_model
create_package_rasa(train_path, output_directory, fingerprint)
File "/opt/venv/lib/python3.7/site-packages/rasa/model.py", line 258, in create_package_rasa
os.makedirs(output_directory)
File "/usr/local/lib/python3.7/os.py", line 223, in makedirs
mkdir(name, mode)
PermissionError: [Errno 13] Permission denied: 'models'
The command '/bin/bash -o pipefail -c rasa train' returned a non-zero code: 1
ERROR
ERROR: build step 0 "gcr.io/cloud-builders/docker" failed: step exited with non-zero status: 1
also facing the same issue when doing gcloud app deploy from cloud shell
my repo of the source code,
need to remove cloudbuild.yaml before running gcloud app deploy
回答1:
It was due to permission issue of the docker, fixed by adding the USER root
FROM rasa/rasa
USER root
ENV BOT_ENV=production
COPY . /var/www
WORKDIR /var/www
RUN rasa train
ENTRYPOINT [ "rasa", "run", "-p", "8080"]
来源：https://stackoverflow.com/questions/62120734/google-cloud-build-permission-error-while-deploying-rasa-to-app-engine