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csle-rest-api

A REST API for the CSLE management platform.

PyPI version PyPI - Downloads

Endpoints

resource description Method
/emulations List of emulations GET,DELETE
/emulations?ids=true&token=<valid_token> List of emulation ids only (fast to fetch) GET,DELETE
/emulations/<emulation_id>?token=<valid_token> Individual emulation GET,DELETE, POST (for start/stop)
/emulations/<emulation_id>/executions?token=<valid_token> List of executions GET,DELETE
/emulations/<emulation_id>/executions/<execution_id>?token=<valid_token> Individual execution GET,DELETE
/emulations/<emulation_id>/executions/<execution_id>/monitor/<minutes>?token=<valid_token> Get last X minutes of data from an execution GET
/simulations?token=<valid_token> List of simulations GET,DELETE
/simulations?ids=true&token=<valid_token> List of simulation ids only (fast to fetch) GET,DELETE
/simulations/<simulation_id>?token=<valid_token> Individual simulation GET,DELETE
/cadvisor?token=<valid_token> Starts/stops or gets status cadvisor GET,POST
/pgadmin?token=<valid_token> Starts/stops or gets status of pgadmin GET,POST
/nodeexporter?token=<valid_token> Starts/stops or gets status of nodeexporter GET,POST
/grafana?token=<valid_token> Starts/stops or gets status of grafana GET, POST
/clusterstatuses?token=<valid_token> Gets the status of management services of the cluster GET
/prometheus?token=<valid_token> Starts/stops or gets status of prometheus GET,POST
/postgresql?token=<valid_token> Starts/stops or gets status of postgresql GET,POST
/docker?token=<valid_token> Starts/stops or gets status of docker engine GET,POST
/nginx?token=<valid_token> Starts/stops or gets status of nginx GET,POST
/flask?token=<valid_token> Starts/stops or gets status of flask GET,POST
/alpha-vec-policies?token=<valid_token> List of alpha vector policies GET,DELETE
/alpha-vec-policies?ids=true&token=<valid_token> List of alpha vector policy ids only (fast to fetch) GET,DELETE
/alpha-vec-policies/<policy_id>?token=<valid_token> Individual alpha vector policy GET,DELETE
/dqn-policies?token=<valid_token> List of DQN policies GET,DELETE
/dqn-policies?ids=true&token=<valid_token> List of DQN policy ids only (fast to fetch) GET,DELETE
/dqn-policies/<policy_id>?token=<valid_token> Individual DQN policy GET,DELETE
/ppo-policies?token=<valid_token> List of PPO policies GET,DELETE
/ppo-policies?ids=true&token=<valid_token> List of PPO policy ids only (fast to fetch) GET,DELETE
/ppo-policies/<policy_id>?token=<valid_token> Individual PPO policy GET,DELETE
/vector-policies?token=<valid_token> List of vector policies GET,DELETE
/vector-policies?ids=true&token=<valid_token> List of vector policy ids only (fast to fetch) GET,DELETE
/vector-policies/<policy_id>?token=<valid_token> Individual vector policy GET,DELETE
/tabular-policies?token=<valid_token> List of tabular policies GET,DELETE
/tabular-policies?ids=true&token=<valid_token> List of tabular policy ids only (fast to fetch) GET,DELETE
/tabular-policies/<policy_id>?token=<valid_token> Individual tabular policy GET,DELETE
/multi-threshold-policies?token=<valid_token> List of multi-threshold policies GET,DELETE
/multi-threshold-policies?ids=true&token=<valid_token> List of multi-threshold policy ids only (fast to fetch) GET,DELETE
/multi-threshold-policies/<policy_id>?token=<valid_token> Individual multi-threshold policy GET,DELETE
/linear-threshold-policies?token=<valid_token> List of linear threshold policies GET,DELETE
/linear-threshold-policies?ids=true&token=<valid_token> List of linear threshold policy ids only (fast to fetch) GET,DELETE
/linear-threshold-policies/<policy_id>?token=<valid_token> Individual linear threshold policy GET,DELETE
/fnn-w-softmax-policies?token=<valid_token> List of fnn-w-softmax policies GET,DELETE
/fnn-w-softmax-policies?ids=true&token=<valid_token> List of fnn-w-softmax policy ids only (fast to fetch) GET,DELETE
/fnn-w-softmax-policies/<policy_id>?token=<valid_token> Individual fnn-w-softmax policy GET,DELETE
/training-jobs?token=<valid_token> List of training jobs GET,DELETE
/training-jobs?ids=true&token=<valid_token> List of training job ids only (fast to fetch) GET,DELETE
/training-jobs/<job_id>?token=<valid_token> Individual training job GET,DELETE, POST (for start/stop)
/data-collection-jobs?token=<valid_token> List of data-collection jobs GET,DELETE
/data-collection-jobs?ids=true&token=<valid_token> List of data-collection job ids only (fast to fetch) GET,DELETE
/data-collection-jobs/<job_id>?token=<valid_token> Individual data-collection job GET,DELETE, POST (for start/stop)
/system-identification-jobs?token=<valid_token> List of system-identification jobs GET,DELETE
/system-identification-jobs?ids=true&token=<valid_token> List of system-identification job ids only (fast to fetch) GET,DELETE
/system-identification-jobs/<job_id>?token=<valid_token> Individual system-identification job GET,DELETE, POST (for start/stop)
/emulation-traces?token=<valid_token> List of emulation traces GET,DELETE
/emulation-traces?ids=true&token=<valid_token> List of emulation trace ids only (fast to fetch) GET,DELETE
/emulation-traces/<trace_id>?token=<valid_token> Individual emulation trace GET,DELETE
/simulation-traces?token=<valid_token> List of simulation traces GET,DELETE
/simulation-traces?ids=true&token=<valid_token> List of simulation trace ids only (fast to fetch) GET,DELETE
/simulation-traces/<trace_id>?token=<valid_token> Individual simulation trace GET,DELETE
/emulation-simulation-traces?token=<valid_token> List of emulation-simulation traces GET,DELETE
/emulation-simulation-traces?ids=true&token=<valid_token> List of emulation-simulation trace ids only (fast to fetch) GET,DELETE
/emulation-simulation-traces/<trace_id>?token=<valid_token> Individual emulation-simulation trace GET,DELETE
/images?token=<valid_token> List of Docker images GET
/file?token=<valid_token> Reads a given file from disk POST
/experiments?token=<valid_token> List of experiments GET,DELETE
/experiments?ids=true&token=<valid_token> List of experiment ids only (fast to fetch) GET,DELETE
/experiments/<trace_id>?token=<valid_token> Individual experiment GET,DELETE
/sdn-controllers?token=<valid_token> List of SDN controllers GET,DELETE
/sdn-controllers?ids=true&token=<valid_token> List of SDN controller ids only (fast to fetch) GET,DELETE
/emulation-statistics?token=<valid_token> List of emulation statistics GET,DELETE
/emulation-statistics?ids=true&token=<valid_token> List of emulation statistic ids only (fast to fetch) GET,DELETE
/emulation-statistics/<trace_id>?token=<valid_token> Individual emulation statistic GET,DELETE
/gaussian-mixture-system-models?token=<valid_token> List of gaussian mixture system-models GET,DELETE
/gaussian-mixture-system-models?ids=true&token=<valid_token> List of gaussian mixture system-model ids only (fast to fetch) GET,DELETE
/gaussian-mixture-system-models/<trace_id>?token=<valid_token> Individual gaussian mixture system model GET,DELETE
/empirical-system-models?token=<valid_token> List of empirical system-models GET,DELETE
/empirical-system-models?ids=true&token=<valid_token> List of empirical system-model ids only (fast to fetch) GET,DELETE
/empirical-system-models/<trace_id>?token=<valid_token> Individual empirical system model GET,DELETE
/mcmc-system-models?token=<valid_token> List of mcmc system-models GET,DELETE
/mcmc-system-models?ids=true&token=<valid_token> List of mcmc system-model ids only (fast to fetch) GET,DELETE
/mcmc-system-models/<trace_id>?token=<valid_token> Individual mcmc system model GET,DELETE
/gp-system-models?token=<valid_token> List of gp system-models GET,DELETE
/gp-system-models?ids=true&token=<valid_token> List of gp system-model ids only (fast to fetch) GET,DELETE
/gp-system-models/<model_id>?token=<valid_token> Individual gp system model GET,DELETE
/system-models?ids=true&token=<valid_token> List of all system model ids (fast to fetch) GET
/login Login and generate new token (credentials as payload) POST
/traces-datasets?token=<valid_token> List of traces datasets GET,DELETE
/traces-datasets?ids=true&token=<valid_token> List of traces datasets ids only (fast to fetch) GET,DELETE
/traces-datasets/<traces_datasets_id>?token=<valid_token> Individual traces dataset GET,DELETE
/traces-datasets/<traces_datasets_id>?token=<valid_token>&download=true Downloads and individual traces dataset GET
/statistics-datasets?token=<valid_token> List of statistics datasets GET,DELETE
/statistics-datasets?ids=true&token=<valid_token> List of statistics datasets ids only (fast to fetch) GET,DELETE
/statistics-datasets/<statistics_datasets_id>?token=<valid_token> Individual statistics dataset GET,DELETE
/statistics-datasets/<statistics_datasets_id>?token=<valid_token>&download=true Downloads and individual statistics dataset GET
/emulation-executions?token=<valid_token> List of emulation executions GET,DELETE
/emulation-executions?ids=true&token=<valid_token> List of emulation execution ids only (fast to fetch) GET,DELETE
/emulation-executions/<execution_id>?token=<valid_token> Individual emulation execution GET,DELETE
/emulation-executions/<execution_id>/info?token=<valid_token>&emulation=<emulation> Runtime information about an emulation execution GET
/emulation-executions/<execution_id>/docker-stats-manager?token=<valid_token>&emulation=<emulation> Start/stop docker stats manager of an emulation execution POST
/emulation-executions/<execution_id>/docker-stats-monitor?token=<valid_token>&emulation=<emulation> Start/stop docker stats monitor of an emulation execution POST
/emulation-executions/<execution_id>/client-manager?token=<valid_token>&emulation=<emulation> Start/stop client manager of an emulation execution POST
/emulation-executions/<execution_id>/client-population?token=<valid_token>&emulation=<emulation> Start/stop client population of an emulation execution POST
/emulation-executions/<execution_id>/client-producer?token=<valid_token>&emulation=<emulation> Start/stop client producer of an emulation execution POST
/emulation-executions/<execution_id>/kafka-manager?token=<valid_token>&emulation=<emulation> Start/stop Kafka manager of an emulation execution POST
/emulation-executions/<execution_id>/kafka?token=<valid_token>&emulation=<emulation> Start/stop Kafka of an emulation execution POST
/emulation-executions/<execution_id>/snort-ids-manager?token=<valid_token>&emulation=<emulation> Start/stop Snort manager of an emulation execution POST
/emulation-executions/<execution_id>/snort-ids-monitor?token=<valid_token>&emulation=<emulation> Start/stop Snort monitor of an emulation execution POST
/emulation-executions/<execution_id>/snort-ids?token=<valid_token>&emulation=<emulation> Start/stop Snort on an emulation execution POST
/emulation-executions/<execution_id>/ossec-ids-manager?token=<valid_token>&emulation=<emulation> Start/stop OSSEC IDS manager of an emulation execution POST
/emulation-executions/<execution_id>/ossec-ids?token=<valid_token>&emulation=<emulation> Start/stop OSSEC IDS of an emulation execution POST
/emulation-executions/<execution_id>/ossec-ids-monitor?token=<valid_token>&emulation=<emulation> Start/stop OSSEC IDS monitor of an emulation execution POST
/emulation-executions/<execution_id>/host-manager?token=<valid_token>&emulation=<emulation> Start/stop Host managers of an emulation execution POST
/emulation-executions/<execution_id>/host-monitor?token=<valid_token>&emulation=<emulation> Start/stop Host monitors of an emulation execution POST
/emulation-executions/<execution_id>/elk-manager?token=<valid_token>&emulation=<emulation> Start/stop ELK managers of an emulation execution POST
/emulation-executions/<execution_id>/elastic?token=<valid_token>&emulation=<emulation> Start/stop Elasticsearch on an emulation execution POST
/emulation-executions/<execution_id>/logstash?token=<valid_token>&emulation=<emulation> Start/stop Logstash on an emulation execution POST
/emulation-executions/<execution_id>/kibana?token=<valid_token>&emulation=<emulation> Start/stop Kibana on an emulation execution POST
/emulation-executions/<execution_id>/container?token=<valid_token>&emulation=<emulation> Start/stop container of an emulation execution POST
/emulation-executions/<execution_id>/elk-stack?token=<valid_token>&emulation=<emulation> Start/stop ELK stack of an emulation execution POST
/emulation-executions/<execution_id>/traffic-generator?token=<valid_token>&emulation=<emulation> Start/stop traffic generators of an emulation execution POST
/emulation-executions/<execution_id>/filebeat?token=<valid_token>&emulation=<emulation> Start/stop filebeats of an emulation execution POST
/emulation-executions/<execution_id>/packetbeat?token=<valid_token>&emulation=<emulation> Start/stop packetbeats of an emulation execution POST
/emulation-executions/<execution_id>/metricbeat?token=<valid_token>&emulation=<emulation> Start/stop metricbeats of an emulation execution POST
/emulation-executions/<execution_id>/ryu-manager?token=<valid_token>&emulation=<emulation> Start/stop ryu manager of an emulation execution POST
/emulation-executions/<execution_id>/ryu-monitor?token=<valid_token>&emulation=<emulation> Start/stop ryu monitor of an emulation execution POST
/emulation-executions/<execution_id>/ryu-controller?token=<valid_token>&emulation=<emulation> Start/stop ryu controller of an emulation execution POST
/emulation-executions/<execution_id>/five-g-core-manager?token=<valid_token>&emulation=<emulation> Start/stop 5G core managers of an emulation execution POST
/emulation-executions/<execution_id>/five-g-core-monitor?token=<valid_token>&emulation=<emulation> Start/stop 5G core monitors of an emulation execution POST
/emulation-executions/<execution_id>/five-g-cu-manager?token=<valid_token>&emulation=<emulation> Start/stop 5G CU managers of an emulation execution POST
/emulation-executions/<execution_id>/five-g-cu-monitor?token=<valid_token>&emulation=<emulation> Start/stop 5G CU monitors of an emulation execution POST
/emulation-executions/<execution_id>/five-g-du-manager?token=<valid_token>&emulation=<emulation> Start/stop 5G DU managers of an emulation execution POST
/emulation-executions/<execution_id>/five-g-du-monitor?token=<valid_token>&emulation=<emulation> Start/stop 5G DU monitors of an emulation execution POST
/emulation-executions/<execution_id>/five-g-core?token=<valid_token>&emulation=<emulation> Start/stop 5G Cores of an emulation execution POST
/emulation-executions/<execution_id>/five-g-cu?token=<valid_token>&emulation=<emulation> Start/stop 5G CUs of an emulation execution POST
/emulation-executions/<execution_id>/five-g-du?token=<valid_token>&emulation=<emulation> Start/stop 5G DUs of an emulation execution POST
/emulation-executions/<execution_id>/five-g-ue?token=<valid_token>&emulation=<emulation> Start/stop 5G UEs of an emulation execution POST
/emulation-executions/<execution_id>/switches?token=<valid_token>&emulation=<emulation> List of SDN switches GET
/users?token=<valid_token> Get/Update/Delete List of users GET,DELETE, PUT
/users?ids=true&token=<valid_token> List of user ids only (fast to fetch) GET,DELETE
/users/<user_id>?token=<valid_token> Get/update/delete individual user GET,DELETE, PUT
/users/create Create a new user POST
/logs?token=<valid_token> Get list of log files from the log dir GET
/logs/docker-stats-manager?token=<valid_token> Get logs of the docker stats manager GET
/logs/prometheus?token=<valid_token> Get logs of Prometheus GET
/logs/grafana?token=<valid_token> Get logs of Grafana GET
/logs/nginx?token=<valid_token> Get logs of Nginx GET
/logs/postgresql?token=<valid_token> Get logs of PostgreSQL GET
/logs/docker?token=<valid_token> Get logs of Docker engine GET
/logs/flask?token=<valid_token> Get logs of Flask GET
/logs/clustermanager?token=<valid_token> Get logs of the Cluster manager GET
/logs/cadvisor?token=<valid_token> Get logs of CAdvisor GET
/logs/pgadmin?token=<valid_token> Get logs of pgAdmin GET
/logs/container?token=<valid_token>&container=<container_name> Get logs of a specific container POST
/logs/node-exporter?token=<valid_token> Get logs of node-exporter GET
/logs/client-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific client manager POST
/logs/kafka-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific Kafka manager POST
/logs/elk-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific ELK manager POST
/logs/ryu-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific Ryu manager POST
/logs/traffic-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific traffic manager POST
/logs/snort-ids-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific Snort IDS manager POST
/logs/ossec-ids-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific OSSEC IDS manager POST
/logs/host-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific host manager POST
/logs/ossec-ids?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific OSSEC IDS POST
/logs/snort-ids?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific Snort IDS POST
/logs/kafka?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific Kafka server POST
/logs/elk-stack?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific ELK stack POST
/logs/ryu-controller?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific Ryu controller POST
/logs/five-g-core-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific 5G core manager POST
/logs/five-g-cu-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific 5G CU manager POST
/logs/five-g-du-manager?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific 5G DU manager POST
/logs/five-g-core?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific 5G Core POST
/logs/five-g-cu?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific 5G CU POST
/logs/five-g-du?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific 5G DU POST
/logs/five-g-ue?token=<valid_token>&emulation=<emulation_name>&executionid=<execution_id> Get logs of a specific 5G UE POST
/config?token=<valid_token> Get/Update system configuration GET,PUT
/config/registration-allowed Get registration policy GET
/version Get the version of CSLE management system GET
/about-page Get the about page GET
/login-page Get the login page GET
/server-cluster-page Get the server-cluster page GET
/register-page Get the register page GET
/emulation-statistics-page Get the emulation-statistics GET
/emulations-page Get the emulation page GET
/images-page Get the images page GET
/downloads-page Get the downloads page GET
/jobs-page Get the jobs page GET
/monitoring-page Get the monitoring page GET
/policies-page Get the policies page GET
/policy-examination-page Get the policy-examination page GET
/sdn-controllers-page Get the SDN-controllers page GET
/control-plane-page Get the control-plane page GET
/user-admin-page Get the user administration page GET
/system-admin-page Get the system administration page GET
/logs-admin-page Get the logs administration page GET
/simulations-page Get the simulations page GET
/system-models-page Get the system models page GET
/traces-page Get the traces page GET
/training-page Get the training page GET
/container-terminal-page Get the container-terminal page GET
/server-cluster?token=<valid_token> Get details of the server cluster GET
/create-emulation?token=<valid_token> Create a new emulation configuration POST
/create-emulation-page Get the create emulation page GET

Requirements

  • Python 3.8+
  • flask (for HTTP server)
  • flask-cors
  • flask-socketio
  • csle-base
  • csle-common
  • csle-agents
  • csle-cluster
  • csle-system-identification
  • csle-ryu
  • bcrypt (for encrypting user credentials)
  • pyopenssl (for encrypting user credentials)
  • eventlet (for HTTP server)
  • dnspython (for HTTP server)
  • gevent (for HTTP server)
  • paramiko (for terminal emulation)
  • requests (for making HTTP requests)
  • peft (for serving LLMs)
  • transformers (for serving LLMs)
  • accelerate (for serving LLMs)
  • bitsandbytes (for serving LLMs)
  • google-genai (for serving LLMs)
  • urllib3 (for serving LLMs)
  • bitsandbytes (for serving LLMs)

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)
  • pytest-mock (for mocking tests)
  • pytest-grpc (for grpc tests)

Installation

# install from pip
pip install csle-rest-api==<version>
# local install from source
$ pip install -e csle-rest-api
# or (equivalently):
make install
# force upgrade deps
$ pip install -e csle-rest-api --upgrade
# git clone and install from source
git clone https://github.com/Kim-Hammar/csle
cd csle/simulation-system/libs/csle-rest-api
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-rest-api

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_rest_api/
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-rest-api

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_rest_api

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 kimham@kth.se

Copyright and license

LICENSE

Creative Commons

(C) 2020-2026, Kim Hammar

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