Merge branch 'dev' into 'master'

Dev

See merge request !2

.gitignore

+.idea
+/idea
+log.txt
+__pycache__
+service.log

.gitlab-ci.yml

+image: clarinpl/python:3.8
+
+cache:
+  paths:
+    - .tox
+
+stages:
+  - check_style
+  - build
+
+before_script:
+  - pip install tox==2.9.1
+
+pep8:
+  stage: check_style
+  script:
+    - tox -v -e pep8
\ No newline at end of file

Dockerfile

+FROM clarinpl/python:3.8
+
+WORKDIR /home/worker
+COPY ./src ./src 
+COPY ./main.py .
+COPY ./requirements.txt .
+COPY ./config.ini .
+COPY ./models ./models
+COPY ./data ./data
+COPY ./fastai_contrib ./fastai_contrib
+COPY ./multifit ./multifit
+RUN apt-get install -y build-essential libffi-dev
+RUN pip install --index-url https://pypi.clarin-pl.eu/simple/ -r requirements.txt
+RUN pip install torch==1.5.1+cpu torchvision==0.6.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
+CMD ["python3.8", "main.py"]

config.ini

+[service]
+tool = multifit
+
+root = /samba/requests/
+rabbit_host = 10.17.0.85
+rabbit_user = clarin
+rabbit_password = clarin123
+
+[tool]
+workers_number = 1
+
+[logging]
+port = 9981
+local_log_level = INFO
+
+[model]
+model_a = {"file": "models/model_a.hdf5", "labels": ["__label__meta_minus_m", "__label__meta_plus_m", "__label_meta_zero", "__label_meta_amb"]}
+model_b = {"file": "models/model_b.hdf5", "labels": ["__label__z_zero", "__label__z_plus_m", "__label__z_minus_m", "__label__z_amb"]}
+model_c = {"file": "models/model_b.hdf5", "labels": ["__label__z_zero", "__label__z_plus_m", "__label__z_minus_m", "__label__z_amb"]}