csle-collector 0.9.45

Scripts for data collection in CSLE

csle-collector

This library contains scripts and programs for collecting data from the emulation.

Re-generate gRPC files

To re-generate the gRPC files, run:

python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/client_manager/. ./protos/client_manager.proto --mypy_out=./src/csle_collector/client_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/kafka_manager/. ./protos/kafka_manager.proto --mypy_out=./src/csle_collector/kafka_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/elk_manager/. ./protos/elk_manager.proto --mypy_out=./src/csle_collector/elk_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/docker_stats_manager/. ./protos/docker_stats_manager.proto --mypy_out=./src/csle_collector/docker_stats_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/snort_ids_manager/. ./protos/snort_ids_manager.proto --mypy_out=./src/csle_collector/snort_ids_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/host_manager/. ./protos/host_manager.proto --mypy_out=./src/csle_collector/host_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/ossec_ids_manager/. ./protos/ossec_ids_manager.proto --mypy_out=./src/csle_collector/ossec_ids_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/traffic_manager/. ./protos/traffic_manager.proto --mypy_out=./src/csle_collector/traffic_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/ryu_manager/. ./protos/ryu_manager.proto --mypy_out=./src/csle_collector/ryu_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/five_g_core_manager/. ./protos/five_g_core_manager.proto --mypy_out=./src/csle_collector/five_g_core_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/five_g_cu_manager/. ./protos/five_g_cu_manager.proto --mypy_out=./src/csle_collector/five_g_cu_manager/.
python -m grpc_tools.protoc -I./protos/ --python_out=./src/csle_collector/. --grpc_python_out=./src/csle_collector/five_g_du_manager/. ./protos/five_g_du_manager.proto --mypy_out=./src/csle_collector/five_g_du_manager/.

Requirements

• Python 3.8+
• csle-base
• grpcio (for the collector API)
• grpcio-tools (for the collector API)
• scipy (for statistical models of client processes)
• confluent-kafka (for interacting with Kafka)
• docker (for interacting with Docker)
• requests (for interacting with the Ryu Controller's web interface)
• netifaces (networking utility)
• PyYaml (for parsing yaml files)
• pycryptodome (for cryptographic functions)
• websockets (for monitoring 5G networks)
• websocket-client (for monitoring 5G networks)

Development Requirements

• Python 3.8+
• flake8 (for linting)
• flake8-rst-docstrings (for linting docstrings)
• tox (for automated testing)
• pytest (for unit tests)
• pytest-cov (for unit test coverage)
• mypy (for static typing)
• mypy-extensions (for static typing)
• mypy-protobuf (for static typing)
• types-PyYaml (for static typing)
• types-paramiko (for static typing)
• types-protobuf (for static typing)
• types-requests (for static typing)
• types-urllib3 (for static typing)
• sphinx (for API documentation)
• sphinxcontrib-napoleon (for API documentation)
• sphinx-rtd-theme (for API documentation)

Installation

# install from pip
pip install csle-collector==<version>
# local install from source
$ pip install -e csle-collector
# or (equivalently):
make install
# force upgrade deps
$ pip install -e csle-collector --upgrade
# git clone and install from source
git clone https://github.com/Kim-Hammar/csle
cd csle/simulation-system/libs/csle-collector
pip3 install -e .
# Install development dependencies
$ pip install -r requirements_dev.txt

Development tools

Install all development tools at once:

make install_dev

or

pip install -r requirements_dev.txt

API documentation

This section contains instructions for generating API documentation using sphinx.

Latest Documentation

The latest documentation is available at https://kim-hammar.github.io/csle//docs/csle-collector

Generate API Documentation

First make sure that the CSLE_HOME environment variable is set:

echo $CSLE_HOME

Then generate the documentation with the commands:

cd docs
sphinx-apidoc -f -o source/ ../src/csle_collector/
make html

To update the official documentation at https://kim-hammar.github.io/csle/, copy the generated HTML files to the documentation folder:

cp -r build/html ../../../../docs/_docs/csle-collector

To run all documentation commands at once, use the command:

make docs

Static code analysis

To run the Python linter, execute the following command:

flake8 .
# or (equivalently):
make lint

To run the mypy type checker, execute the following command:

mypy .
# or (equivalently):
make types

Unit tests

To run the unit tests, execute the following command:

pytest
# or (equivalently):
make unit_tests

To run tests of a specific test suite, execute the following command:

pytest -k "ClassName"

To generate a coverage report, execute the following command:

pytest --cov=csle_collector

Run tests and code analysis in different python environments

To run tests and code analysis in different python environemnts, execute the following command:

tox
# or (equivalently):
make tests

Create a new release and publish to PyPi

First build the package by executing:

python3 -m build
# or (equivalently)
make build

After running the command above, the built package is available at ./dist.

Push the built package to PyPi by running:

python3 -m twine upload dist/*
# or (equivalently)
make push

To run all commands for the release at once, execute:

make release

Author & Maintainer

Kim Hammar [e-mail]

Copyright and license

LICENSE

Creative Commons

(C) 2020-2025, Kim Hammar