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Add Hot Encoding to the RNN model #73

Add Hot Encoding to the RNN model

Add Hot Encoding to the RNN model #73

name: CI-production
on:
pull_request:
branches:
- 'master'
- '!develop'
jobs:
test_slips_locally:
# runs the tests on a GH VM
runs-on: ubuntu-20.04
# 2 hours timeout
timeout-minutes: 7200
steps:
- uses: actions/checkout@v3
with:
ref: 'develop'
# Fetch all history for all tags and branches
fetch-depth: ''
- name: Install slips dependencies
run: sudo apt-get update --fix-missing && sudo apt-get -y --no-install-recommends install python3 redis-server python3-pip python3-certifi python3-dev build-essential file lsof net-tools iproute2 iptables python3-tzlocal nfdump tshark git whois golang nodejs notify-osd yara libnotify-bin
- name: Install Zeek
run: |
sudo echo 'deb http://download.opensuse.org/repositories/security:/zeek/xUbuntu_20.04/ /' | sudo tee /etc/apt/sources.list.d/security:zeek.list
curl -fsSL https://download.opensuse.org/repositories/security:zeek/xUbuntu_20.04/Release.key | gpg --dearmor | sudo tee /etc/apt/trusted.gpg.d/security_zeek.gpg > /dev/null
sudo apt update
sudo apt install -y --no-install-recommends zeek
sudo ln -s /opt/zeek/bin/zeek /usr/local/bin/bro
- name: Set up Python 3.8
uses: actions/setup-python@v2
with:
python-version: "3.8"
- name: Install Python dependencies
run:
python -m pip install --upgrade pip
pip install -r install/requirements.txt
- name: Start redis server
run: redis-server --daemonize yes
- name: Run unit tests
run: python3 -m pytest tests/ --ignore="tests/test_database.py" --ignore="tests/integration_tests" -n 7 -p no:warnings -vv -s
- name: Run database unit tests
run: python3 -m pytest tests/test_database.py -p no:warnings -vv
- name: Clear redis cache
run: ./slips.py -cc
- name: Portscan tests
run: python3 -m pytest -s tests/integration_tests/test_portscans.py -p no:warnings -vv
- name: Integration tests
run: python3 -m pytest -s tests/integration_tests/test_dataset.py -p no:warnings -vv
- name: Config file tests
run: python3 -m pytest -s tests/integration_tests/test_config_files.py -p no:warnings -vv
- name: Upload Artifact
# run this job whether the above jobs failed or passed
if: success() || failure()
uses: actions/upload-artifact@v3
with:
name: test_slips_locally-integration-tests-output
path: |
output/integration_tests
test_slips_in_docker:
# runs the tests in a docker(built by this job) on stop of a GH VM
runs-on: ubuntu-20.04
# 2 hours timeout
timeout-minutes: 7200
strategy:
matrix:
include:
- type: ubuntu-image
name: ubuntu-image
image_name: slips
path: ./docker/ubuntu-image/Dockerfile
#
# #TODO our unit tests dont support macos yet
# - type: macosm1-image
# name: macosm1-image
# image_name: slips_macos_m1
# path: ./docker/macosm1-image/Dockerfile
steps:
# clone slips and checkout branch
# By default it checks out only one commit
- uses: actions/checkout@v3
with:
ref: 'develop'
# build slips from target dockerfile, but don't push
- name: Build our ${{ matrix.name }} from dockerfile
id: docker_build_slips
uses: docker/build-push-action@v2
with:
context: ./
file: ${{ matrix.path }}
tags: stratosphereips/${{ matrix.image_name }}:latest
push: false
# use the built image to run unit tests inside docker
# we ignore the blocking module unit tests because we cannot run
# docker with -cap-add=NET_ADMIN and use iptables in GH actions
- name: Run unit tests inside docker
uses: addnab/docker-run-action@v3
with:
image: stratosphereips/slips:latest
run: |
git reset --hard
git pull & git checkout -f origin/develop
redis-server --daemonize yes
python3 -m pytest tests/ --ignore="tests/test_database.py" --ignore="tests/integration_tests" -n 7 -p no:warnings -vv -s
- name: Run database tests inside docker
uses: addnab/docker-run-action@v3
with:
image: stratosphereips/slips:latest
run: |
git reset --hard
git pull & git checkout -f origin/develop
redis-server --daemonize yes
python3 -m pytest tests/test_database.py -p no:warnings -vv
- name: Run integration tests inside docker
uses: addnab/docker-run-action@v3
with:
image: stratosphereips/slips:latest
# mount the host's output/ dir to docker's output/ dir, the goal is to access integration
# tests output in docker from the host to upload it later
options: -v ${{ github.workspace }}/output:/StratosphereLinuxIPS/output
run: |
git reset --hard
git pull & git checkout -f origin/develop
redis-server --daemonize yes
python3 -m pytest -s tests/integration_tests/test_dataset.py -p no:warnings -vv
- name: Run config file integration tests inside docker
uses: addnab/docker-run-action@v3
with:
image: stratosphereips/slips:latest
# mount the host's output/ dir to docker's output/ dir, the goal is to access integration
# tests output in docker from the host to upload it later
options: -v ${{ github.workspace }}/output:/StratosphereLinuxIPS/output
run: |
git reset --hard
git pull & git checkout -f origin/develop
redis-server --daemonize yes
python3 -m pytest -s tests/integration_tests/test_config_files.py -p no:warnings -vv
- name: Upload Artifact
# run this job whether the above jobs failed or passed
if: success() || failure()
uses: actions/upload-artifact@v3
with:
name: test_slips_in_docker-integration-tests-output
path: |
${{ github.workspace }}/output/integration_tests