Hi everyone,
I updated the rasa pipeline using spacy now. This works perfectly fine on my local machine. But in rasa x I get the following error in the production container.
ERROR rasa.engine.graph - Error initializing graph component for node provide_SpacyNLP0.
ERROR rasa.server - Traceback (most recent call last):
File "/opt/venv/lib/python3.8/site-packages/rasa/nlu/utils/spacy_utils.py", line 92, in load_model
language = spacy.load(spacy_model_name, disable=["parser"])
File "/opt/venv/lib/python3.8/site-packages/spacy/__init__.py", line 51, in load
return util.load_model(
File "/opt/venv/lib/python3.8/site-packages/spacy/util.py", line 427, in load_model
raise IOError(Errors.E050.format(name=name))
OSError: [E050] Can't find model 'de_core_news_md'. It doesn't seem to be a Python package or a valid path to a data directory.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/opt/venv/lib/python3.8/site-packages/rasa/server.py", line 1057, in train
training_result = train(**training_payload)
File "/opt/venv/lib/python3.8/site-packages/rasa/model_training.py", line 160, in train
return _train_graph(
File "/opt/venv/lib/python3.8/site-packages/rasa/model_training.py", line 234, in _train_graph
trainer.train(
File "/opt/venv/lib/python3.8/site-packages/rasa/engine/training/graph_trainer.py", line 105, in train
graph_runner.run(inputs={PLACEHOLDER_IMPORTER: importer})
File "/opt/venv/lib/python3.8/site-packages/rasa/engine/runner/dask.py", line 101, in run
dask_result = dask.get(run_graph, run_targets)
File "/opt/venv/lib/python3.8/site-packages/dask/local.py", line 553, in get_sync
return get_async(
File "/opt/venv/lib/python3.8/site-packages/dask/local.py", line 496, in get_async
for key, res_info, failed in queue_get(queue).result():
File "/usr/lib/python3.8/concurrent/futures/_base.py", line 437, in result
return self.__get_result()
File "/usr/lib/python3.8/concurrent/futures/_base.py", line 389, in __get_result
raise self._exception
File "/opt/venv/lib/python3.8/site-packages/dask/local.py", line 538, in submit
fut.set_result(fn(*args, **kwargs))
File "/opt/venv/lib/python3.8/site-packages/dask/local.py", line 234, in batch_execute_tasks
return [execute_task(*a) for a in it]
File "/opt/venv/lib/python3.8/site-packages/dask/local.py", line 234, in <listcomp>
return [execute_task(*a) for a in it]
File "/opt/venv/lib/python3.8/site-packages/dask/local.py", line 225, in execute_task
result = pack_exception(e, dumps)
File "/opt/venv/lib/python3.8/site-packages/dask/local.py", line 220, in execute_task
result = _execute_task(task, data)
File "/opt/venv/lib/python3.8/site-packages/dask/core.py", line 119, in _execute_task
return func(*(_execute_task(a, cache) for a in args))
File "/opt/venv/lib/python3.8/site-packages/rasa/engine/graph.py", line 451, in __call__
self._load_component(**constructor_kwargs)
File "/opt/venv/lib/python3.8/site-packages/rasa/engine/graph.py", line 390, in _load_component
self._component: GraphComponent = constructor( # type: ignore[no-redef]
File "/opt/venv/lib/python3.8/site-packages/rasa/nlu/utils/spacy_utils.py", line 120, in create
model = cls.load_model(spacy_model_name)
File "/opt/venv/lib/python3.8/site-packages/rasa/nlu/utils/spacy_utils.py", line 95, in load_model
raise InvalidModelError(
rasa.nlu.model.InvalidModelError: Please confirm that de_core_news_md is an available spaCy model. You need to download one upfront. For example:
python -m spacy download en_core_web_md
More information can be found on https://rasa.com/docs/rasa/components#spacynlp
ERROR rasa.server - An unexpected error occurred during training. Error: Please confirm that de_core_news_md is an available spaCy model. You need to download one upfront. For example:
python -m spacy download en_core_web_md
More information can be found on https://rasa.com/docs/rasa/components#spacynlp
This error message is very well writte and helps to install spacy. But I don’t know how to do this in Rasa x. I added the following lin the my values.yaml file.
rasa:
# ...
tag: "3.1.0-spacy-de"
What German language model is actually installed in this container? I am trying to use de_core_news_md.
Thank you in advance,
Sören