diff --git a/.coveragerc b/.coveragerc
index def87278..70f44c03 100644
--- a/.coveragerc
+++ b/.coveragerc
@@ -5,4 +5,4 @@ source =
     probtest.py
 	util/
 omit =
-	tests/*
+	test/*
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index d3d2bd58..d4894f40 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -33,4 +33,4 @@ jobs:
       env:
         TZ: Europe/Zurich
       run: |
-        conda run --name dev_env pytest -v -s --cov --cov-report=term tests/
+        conda run --name dev_env pytest -v -s --cov --cov-report=term test/
diff --git a/.gitignore b/.gitignore
index 46ee5c08..aa5e7a24 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,33 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+
+
+
 .idea*
 .vscode/*
 !.vscode/settings.json
@@ -7,9 +37,83 @@
 *.png
 *.log
 *.nc
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
 .coverage
+.coverage.*
+.cache
+nosetest.xml
 coverage.xml
 
+*.cover
+.hypothesis/
+.pytest_cache/
+junit*
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+doc/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# dotenv
+.env
+
+# virtualenv
+.venv
+venv/
+ENV/
+
+# IDE project settings
+.editorconfig
+.spyproject
+.idea/
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+
 # output from unittest
 test_stats.csv
 test_stats_csv.csv
diff --git a/.mch-ci.yml b/.mch-ci.yml
new file mode 100644
index 00000000..53ea92ad
--- /dev/null
+++ b/.mch-ci.yml
@@ -0,0 +1,122 @@
+# Default configuration used by CI/CD.
+# You can run locally 'mchbuild build' to create the images,
+# 'mchbuild test' to run the tests using the images. The 'deploy' steps
+# can be run separately.
+default:
+  - build:
+      - getVersion:
+          gitCalculateVersion:
+      - imageTester:
+          containerBuildImage:
+            fullImageName: ${var.image}-tester
+            target: tester
+            extraArgs:
+              - --build-arg
+              - VERSION=${var.version}
+      - imageRunner:
+          containerBuildImage:
+            fullImageName: ${var.image}
+            target: runner
+            extraArgs:
+              - --build-arg
+              - VERSION=${var.version}
+            pullAlways: false
+      - docs:
+          - script: mkdir -p doc/_build
+          - pythonDocs:
+              fullImageName: ${var.image}-tester
+              packageManager: ''
+              pullAlways: false
+  - test:
+      - getVersion:
+          gitCalculateVersion:
+      - unit:
+          - script: mkdir -p test_reports
+          - pythonTest:
+              fullImageName: ${var.image}-tester
+              packageManager: ''
+              pullAlways: false
+          - pythonCoverage:
+              fullImageName: ${var.image}-tester
+              packageManager: ''
+              pullAlways: false
+      - lint:
+          - script: mkdir -p test_reports
+          - pythonLint:
+      #         fullImageName: ${var.image}-tester
+      #         packageManager: ''
+      #         pullAlways: false
+          - pythonTypeChecker:
+      #         fullImageName: ${var.image}-tester
+      #         packageManager: ''
+      #         pullAlways: false
+  - verify:
+      - scan:
+          openshiftTrivy:
+  - deploy:
+      - addNextTag:
+          gitAddNextTag:
+      - addTag:
+          gitAddTag:
+      - docs:
+          openshiftPublishDocs:
+            docSrc: doc/_build/
+            docType: python
+      - image:
+          containerPublishImage:
+            removeLocalImage: false
+      - cp:
+          openshiftDeploy:
+            restartDeployment: false
+      - cpDelete:
+          openshiftDelete:
+      - pypi:
+          pythonPublishPackage:
+            setPackageVersion: true
+            pythonImageName: '3.11'
+            pullAlways: false
+  - clean:
+      - getVersion:
+          gitCalculateVersion:
+      - images:
+          script: |
+            if test -n "${var.version}"; then
+              podman image rm -f $(podman image ls -q \
+                -f "label=ch.meteoswiss.project=${var.project}-${var.version}") || :
+            fi
+
+# Alternative configuration to install and test the service locally using
+# the local Python installation. Besides 'mchbuild local.build' and
+# 'mchbuild local.test' it is possible to run the job using
+# 'mchbuild local.run'.
+local:
+  - build:
+      - install:
+          pythonInstall:
+      - docs:
+          pythonDocs:
+      - format:
+          pythonFormat:
+            inPlace: true
+            commands: poetry run black probtest
+  - test:
+      - unit:
+          - script: mkdir -p test_reports
+          - pythonTest:
+          - pythonCoverage:
+      - lint:
+          - script: mkdir -p test_reports
+          - pythonLint:
+          # - pythonTypeChecker:
+  - run:
+    - main:
+        - pythonRun:
+            commands: probtest --help
+
+variables:
+  project: probtest
+  solution: probtest
+  ocpHostNameForEnv:
+    devt: api.cpnonprod.meteoswiss.ch:6443
+    depl: api.cpnonprod.meteoswiss.ch:6443
+    prod: api.cp.meteoswiss.ch:6443
\ No newline at end of file
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index aeb85224..8770a598 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -48,14 +48,14 @@ repos:
           entry: end-of-file-fixer
           language: system
           types: [text]
-          exclude: tests/data/
+          exclude: test/data/
       -   id: trailing-whitespace
           name: trim trailing whitespace
           description: trims trailing whitespace.
           entry: trailing-whitespace-fixer
           language: system
           types: [text]
-          exclude: tests/data/
+          exclude: test/data/
   -   repo: local
       hooks:
       -   id: forbidden-files-copier-rej
@@ -83,7 +83,7 @@ repos:
           description: Check for spelling errors
           language: system
           entry: codespell
-          exclude: tests/data/
+          exclude: test/data/
           args: ['-L astroid,fof']
   -   repo: local
       hooks:
diff --git a/.python-version b/.python-version
new file mode 100644
index 00000000..2c073331
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.11
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..86ab75ce
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,46 @@
+FROM dockerhub.apps.cp.meteoswiss.ch/mch/python/builder AS builder
+ARG VERSION
+LABEL ch.meteoswiss.project=probtest-${VERSION}
+
+COPY poetry.lock pyproject.toml /src/app-root/
+
+WORKDIR /src/app-root
+
+RUN poetry export -o requirements.txt --without-hashes \
+  && poetry export --with dev -o requirements_dev.txt --without-hashes
+
+
+FROM dockerhub.apps.cp.meteoswiss.ch/mch/python-3.11:latest-slim AS base
+ARG VERSION
+LABEL ch.meteoswiss.project=probtest-${VERSION}
+
+COPY --from=builder /src/app-root/requirements.txt /src/app-root/requirements.txt
+
+WORKDIR /src/app-root
+
+RUN pip install -r requirements.txt --no-cache-dir --no-deps --root-user-action=ignore
+
+COPY probtest /src/app-root/probtest
+
+FROM base AS tester
+ARG VERSION
+LABEL ch.meteoswiss.project=probtest-${VERSION}
+
+COPY --from=builder /src/app-root/requirements_dev.txt /src/app-root/requirements_dev.txt
+RUN pip install -r /src/app-root/requirements_dev.txt --no-cache-dir --no-deps --root-user-action=ignore
+
+COPY pyproject.toml /src/app-root/
+COPY test /src/app-root/test
+
+FROM base AS runner
+ARG VERSION
+LABEL ch.meteoswiss.project=probtest-${VERSION}
+
+ENV VERSION=$VERSION
+
+# For running outside of OpenShift, we want to make sure that the container is run without root privileges
+# uid 1001 is defined in the base-container-images for this purpose
+USER 1001
+
+ENTRYPOINT ["python", "-m", "probtest"]
+CMD []
diff --git a/HISTORY.rst b/HISTORY.rst
new file mode 100644
index 00000000..bf9cd6ca
--- /dev/null
+++ b/HISTORY.rst
@@ -0,0 +1,8 @@
+=======
+History
+=======
+
+1.0.0 (2024-06-13)
+------------------
+
+* First release
diff --git a/Jenkinsfile b/Jenkinsfile
new file mode 100644
index 00000000..eacdbd51
--- /dev/null
+++ b/Jenkinsfile
@@ -0,0 +1,323 @@
+class Globals {
+    // sets the pipeline to execute all steps related to building the service
+    static boolean build = false
+
+    // sets to abort the pipeline if the Sonarqube QualityGate fails
+    static boolean qualityGateAbortPipeline = false
+
+    // sets the pipeline to execute all steps related to releasing the service
+    static boolean release = false
+
+    // sets the pipeline to execute all steps related to deployment of the service
+    static boolean deploy = false
+
+    // sets the pipeline to execute all steps related to delete the service from the container platform
+    static boolean deleteContainer = false
+
+    // sets the pipeline to execute all steps related to trigger the trivy scan
+    static boolean runTrivyScan = false
+
+    // the project name in container platform
+    static String ocpProject = ''
+
+    // Container deployment environment
+    static String deployEnv = ''
+
+    // the image tag used for tagging the image
+    static String imageTag = ''
+
+    // the service version
+    static String version = ''
+
+}
+
+
+pipeline {
+    agent { label 'podman' }
+
+    parameters {
+        choice(choices: ['Build', 'Deploy', 'Release', 'Delete', 'Trivy-Scan'],
+            description: 'Build type',
+            name: 'buildChoice')
+
+        choice(choices: ['devt', 'depl', 'prod'],
+               description: 'Environment',
+               name: 'environment')
+
+        booleanParam(name: 'PUBLISH_DOCUMENTATION', defaultValue: false, description: 'Publishes the generated documentation')
+    }
+
+    options {
+        // New jobs should wait until older jobs are finished
+        disableConcurrentBuilds()
+        // Discard old builds
+        buildDiscarder(logRotator(artifactDaysToKeepStr: '7', artifactNumToKeepStr: '1', daysToKeepStr: '45', numToKeepStr: '10'))
+        // Timeout the pipeline build after 1 hour
+        timeout(time: 1, unit: 'HOURS')
+    }
+
+    environment {
+        PATH = "$workspace/.venv-mchbuild/bin:$HOME/tools/openshift-client-tools:$HOME/tools/trivy:$PATH"
+        KUBECONFIG = "$workspace/.kube/config"
+        HTTP_PROXY = 'http://proxy.meteoswiss.ch:8080'
+        HTTPS_PROXY = 'http://proxy.meteoswiss.ch:8080'
+        SCANNER_HOME = tool name: 'Sonarqube-certs-PROD', type: 'hudson.plugins.sonar.SonarRunnerInstallation'
+    }
+
+    stages {
+        stage('Preflight') {
+            steps {
+
+                script {
+                    echo '---- INSTALL MCHBUILD ----'
+                    sh '''
+                    python -m venv .venv-mchbuild
+                    PIP_INDEX_URL=https://hub.meteoswiss.ch/nexus/repository/python-all/simple \
+                      .venv-mchbuild/bin/pip install --upgrade mchbuild
+                    '''
+                    echo '---- INITIALIZE PARAMETERS ----'
+                    Globals.deployEnv = params.environment
+                    Globals.ocpProject = Globals.deployEnv
+                        ? sh(script: "mchbuild openshiftExposeProperties -s deploymentEnvironment=${Globals.deployEnv} -g ocpProject",
+                             returnStdout: true) : ''
+                    // Determine the type of build
+                    switch (params.buildChoice) {
+                        case 'Build':
+                            Globals.build = true
+                            break
+                        case 'Deploy':
+                            Globals.deploy = true
+                            break
+                        case 'Release':
+                            Globals.release = true
+                            Globals.build = true
+                            break
+                        case 'Delete':
+                            Globals.deleteContainer = true
+                            break
+                        case 'Trivy-Scan':
+                            Globals.runTrivyScan = true
+                            break
+                    }
+
+                    if (Globals.build || Globals.deploy || Globals.runTrivyScan) {
+                        def versionAndTag = sh(
+                            script: 'mchbuild -g version -g image build.getVersion',
+                            returnStdout: true
+                        ).split('\n')
+                        Globals.version = versionAndTag[0]
+                        Globals.imageTag = versionAndTag[1]
+                        echo "Using version ${Globals.version} and image tag ${Globals.imageTag}"
+                    }
+                }
+            }
+        }
+
+
+        stage('Build') {
+            when { expression { Globals.build } }
+            steps {
+                echo '---- BUILD IMAGE ----'
+                sh """
+                mchbuild -s version=${Globals.version} -s image=${Globals.imageTag} \
+                  build.imageTester test.unit
+                """
+            }
+            post {
+                always {
+                    junit keepLongStdio: true, testResults: 'test_reports/junit-3.11.xml'
+                }
+            }
+        }
+
+
+        stage('Scan') {
+            when { expression { Globals.build } }
+            steps {
+                echo '---- LINT & TYPE CHECK ----'
+                sh "mchbuild -s image=${Globals.imageTag} test.lint"
+                script {
+                    try {
+                        recordIssues(qualityGates: [[threshold: 10, type: 'TOTAL', unstable: false]], tools: [myPy(pattern: 'test_reports/mypy.log')])
+                    }
+                    catch (err) {
+                        error "Too many mypy issues, exiting now..."
+                    }
+                }
+
+                echo("---- SONARQUBE ANALYSIS ----")
+                withSonarQubeEnv("Sonarqube-PROD") {
+                    // fix source path in coverage.xml
+                    // (required because coverage is calculated using podman which uses a differing file structure)
+                    // https://stackoverflow.com/questions/57220171/sonarqube-client-fails-to-parse-pytest-coverage-results
+                    sh "sed -i 's/\\/src\\/app-root/.\\//g' test_reports/coverage.xml"
+                    sh "${SCANNER_HOME}/bin/sonar-scanner"
+                }
+
+                echo("---- SONARQUBE QUALITY GATE ----")
+                timeout(time: 1, unit: 'HOURS') {
+                    // Parameter indicates whether to set pipeline to UNSTABLE if Quality Gate fails
+                    // true = set pipeline to UNSTABLE, false = don't
+                    waitForQualityGate abortPipeline: Globals.qualityGateAbortPipeline
+                }
+            }
+        }
+
+
+        stage('Release') {
+            when { expression { Globals.release } }
+            steps {
+                echo 'Build a wheel and publish'
+                script {
+                    withCredentials([string(credentialsId: "python-mch-nexus-secret", variable: 'PYPIPASS')]) {
+                        sh "PYPIUSER=python-mch mchbuild deploy.pypi"
+                        Globals.version = sh(script: 'git describe --tags --abbrev=0', returnStdout: true).trim()
+                        env.TAG_NAME = Globals.version
+                    }
+                }
+            }
+        }
+
+
+        stage('Create Artifacts') {
+            when { expression { Globals.build || Globals.deploy || params.PUBLISH_DOCUMENTATION } }
+            steps {
+                script {
+                    if (expression { Globals.build || Globals.deploy }) {
+                        echo '---- CREATE IMAGE ----'
+                        sh """
+                        mchbuild -s version=${Globals.version} -s image=${Globals.imageTag} \
+                          build.imageRunner
+                        """
+                    }
+                    if (params.PUBLISH_DOCUMENTATION) {
+                        echo '---- CREATE DOCUMENTATION ----'
+                        sh """
+                        mchbuild -s version=${Globals.version} -s image=${Globals.imageTag} \
+                          build.docs
+                        """
+                    }
+                }
+            }
+        }
+
+        stage('Publish Artifacts') {
+            when { expression { Globals.deploy || Globals.release || params.PUBLISH_DOCUMENTATION } }
+            environment {
+                REGISTRY_AUTH_FILE = "$workspace/.containers/auth.json"
+            }
+            steps {
+                script {
+                    if (Globals.deploy || Globals.release) {
+                        echo "---- PUBLISH IMAGE ----"
+                        withCredentials([usernamePassword(credentialsId: 'openshift-nexus',
+                                                          passwordVariable: 'NXPASS',
+                                                          usernameVariable: 'NXUSER')]) {
+                            sh "mchbuild deploy.image -s fullImageName=${Globals.imageTag}"
+                        }
+                    }
+                }
+                script {
+                    if (params.PUBLISH_DOCUMENTATION) {
+                        echo "---- PUBLISH DOCUMENTATION ----"
+                        withCredentials([string(credentialsId: 'documentation-main-prod-token',
+                                                variable: 'DOC_TOKEN')]) {
+                            sh """
+                            mchbuild deploy.docs -s deploymentEnvironment=prod \
+                              -s docVersion=${Globals.version}
+                            """
+                        }
+                    }
+                }
+            }
+        }
+
+        stage('Scan Artifacts') {
+            when { expression { Globals.runTrivyScan } }
+            environment {
+                REGISTRY_AUTH_FILE = "$workspace/.containers/auth.json"
+            }
+            steps {
+                echo "---- TRIVY SCAN ----"
+                withCredentials([usernamePassword(credentialsId: 'openshift-nexus',
+                                                  passwordVariable: 'NXPASS',
+                                                  usernameVariable: 'NXUSER'),
+                                 string(credentialsId: "${Globals.ocpProject}-token",
+                                        variable: 'OCP_TOKEN')]) {
+                    sh "mchbuild verify.scan -s deploymentEnvironment=${Globals.deployEnv}"
+                }
+            }
+        }
+
+        stage('Deploy') {
+            when { expression { Globals.deploy } }
+            environment {
+                REGISTRY_AUTH_FILE = "$workspace/.containers/auth.json"
+            }
+            steps {
+                script {
+                    // manual confirmation step for production deployment
+                    if (Globals.deployEnv.contains('prod')) {
+                        input message: 'Are you sure you want to deploy to PROD?', ok: 'Deploy'
+                    }
+
+                    // we tag the current commit as the one deployed to the target environment
+                    sh "mchbuild -s gitTag=${Globals.deployEnv} deploy.addTag"
+
+                    withCredentials([usernamePassword(credentialsId: 'openshift-nexus',
+                                                      passwordVariable: 'NXPASS',
+                                                      usernameVariable: 'NXUSER')]) {
+                        echo 'Push to image registry'
+                        sh """
+                        mchbuild deploy.image -s deploymentEnvironment=${Globals.deployEnv} \
+                          -s imageToTag=${Globals.imageTag}
+                        """
+                    }
+
+                    withCredentials([usernamePassword(credentialsId: 'openshift-nexus',
+                                                      passwordVariable: 'NXPASS',
+                                                      usernameVariable: 'NXUSER'),
+                                     string(credentialsId: "${Globals.ocpProject}-token",
+                                            variable: 'OCP_TOKEN')]) {
+                        sh "mchbuild deploy.cp -s deploymentEnvironment=${Globals.deployEnv}"
+                    }
+                }
+           }
+        }
+
+
+
+
+        stage('Delete Deployment') {
+            when { expression { Globals.deleteContainer } }
+            steps {
+                withCredentials([string(credentialsId: "${Globals.ocpProject}-token",
+                                        variable: 'OCP_TOKEN')]) {
+                    sh "mchbuild deploy.cpDelete -s deploymentEnvironment=${Globals.deployEnv}"
+                }
+            }
+        }
+    }
+
+
+    post {
+        cleanup {
+            sh """
+            mchbuild -s image=${Globals.imageTag} \
+                     -s deploymentEnvironment=${Globals.deployEnv} clean
+            """
+        }
+        failure {
+            echo 'Sending email'
+            sh 'df -h'
+            emailext(subject: "${currentBuild.fullDisplayName}: ${currentBuild.currentResult}",
+                attachLog: true,
+                attachmentsPattern: 'generatedFile.txt',
+                body: "Job '${env.JOB_NAME} #${env.BUILD_NUMBER}': ${env.BUILD_URL}",
+                recipientProviders: [requestor(), developers()])
+        }
+        success {
+            echo 'Build succeeded'
+        }
+    }
+}
diff --git a/README.md b/README.md
index 3b406e2c..0a303e8b 100644
--- a/README.md
+++ b/README.md
@@ -158,16 +158,16 @@ Our tests are executed using `pytest`, ensuring a consistent and efficient testi
 
 Simply run
 ```console
-pytest -s -v tests/*
+pytest -s -v test/*
 ```
-in order to run all tests.
+in order to run all test.
 
 To run only a subset of test run
 ```console
 pytest -s -v path/to/your/test.py
 ```
 
-Reference data, crucial for validating the outcomes of our tests and detecting any deviations in `probtests` results, is maintained in the [tests/data](tests/data) directory. This approach guarantees that our tests are both comprehensive and reliable, safeguarding the integrity of our codebase.
+Reference data, crucial for validating the outcomes of our tests and detecting any deviations in `probtests` results, is maintained in the [test/data](test/data) directory. This approach guarantees that our tests are both comprehensive and reliable, safeguarding the integrity of our codebase.
 
 ### Code formatting
 
diff --git a/README.rst b/README.rst
new file mode 100644
index 00000000..a9c808d1
--- /dev/null
+++ b/README.rst
@@ -0,0 +1,79 @@
+===============
+Getting started
+===============
+
+---------------------
+Setup dev environment
+---------------------
+
+Instead of running the steps below manually, you can install `mchbuild` and then
+install, test and run the application:
+
+.. code-block:: console
+
+    $ pipx install mchbuild
+    $ cd probtest
+    $ mchbuild local.build local.test
+    $ mchbuild local.run
+
+More information can be found in :file:`.mch-ci.yml`.
+
+------------------------------------------------
+Install dependencies & start the project locally
+------------------------------------------------
+
+1. Enter the project folder:
+
+.. code-block:: console
+
+    $ cd probtest
+
+2. Install packages
+
+.. code-block:: console
+
+    $ poetry install
+
+3. Run the probtest
+
+.. code-block:: console
+
+    $ poetry run probtest greeting "ms/mr developer"
+
+-------------------------------
+Run the tests and quality tools
+-------------------------------
+
+1. Run tests
+
+.. code-block:: console
+
+    $ poetry run pytest
+
+2. Run pylint
+
+.. code-block:: console
+
+    $ poetry run pylint probtest
+
+
+3. Run mypy
+
+.. code-block:: console
+
+    $ poetry run mypy probtest
+
+
+----------------------
+Generate documentation
+----------------------
+
+.. code-block:: console
+
+    $ poetry run sphinx-build doc doc/_build
+
+Then open the index.html file generated in *probtest/build/sphinx/html*
+
+
+.. HINT::
+   All **poetry run** prefixes in the commands can be avoided if running them within the poetry shell
diff --git a/doc/conf.py b/doc/conf.py
new file mode 100755
index 00000000..8e273b2b
--- /dev/null
+++ b/doc/conf.py
@@ -0,0 +1,160 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+#
+# probtest documentation build configuration file, created by
+# sphinx-quickstart on Fri Jun  9 13:47:02 2017.
+#
+# This file is execfile()d with the current directory set to its
+# containing dir.
+#
+# Note that not all possible configuration values are present in this
+# autogenerated file.
+#
+# All configuration values have a default; values that are commented out
+# serve to show the default.
+
+# If extensions (or modules to document with autodoc) are in another
+# directory, add these directories to sys.path here. If the directory is
+# relative to the documentation root, use os.path.abspath to make it
+# absolute, like shown here.
+#
+import os
+import sys
+
+sys.path.insert(0, os.path.abspath('..'))
+
+# -- General configuration ---------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#
+# needs_sphinx = '1.0'
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
+extensions = ['sphinx.ext.autodoc', 'sphinx.ext.viewcode', 'sphinx.ext.napoleon', 'autoapi.extension']
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
+#
+# source_suffix = ['.rst', '.md']
+source_suffix = '.rst'
+
+# The master toctree document.
+master_doc = 'index'
+
+# General information about the project.
+project = u'probtest'
+copyright = u"2024, MeteoSwiss"
+author = u"ITA"
+
+# The version info for the project you're documenting, acts as replacement
+# for |version| and |release|, also used in various other places throughout
+# the built documents.
+#
+
+# The version is fetched from the environment variable VERSION
+version = release = os.getenv("VERSION", default="")
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = "en"
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This patterns also effect to html_static_path and html_extra_path
+exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store']
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = 'sphinx'
+
+# If true, `todo` and `todoList` produce output, else they produce nothing.
+todo_include_todos = False
+
+# -- Options for HTML output -------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+#
+html_theme = 'pydata_sphinx_theme'
+
+# Theme options are theme-specific and customize the look and feel of a
+# theme further.  For a list of options available for each theme, see the
+# documentation.
+#
+# html_theme_options = {}
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ['_static']
+
+# -- Options for HTMLHelp output ---------------------------------------
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = 'probtest/doc'
+
+# -- Options for LaTeX output ------------------------------------------
+
+latex_elements = {
+    # The paper size ('letterpaper' or 'a4paper').
+    #
+    # 'papersize': 'letterpaper',
+
+    # The font size ('10pt', '11pt' or '12pt').
+    #
+    # 'pointsize': '10pt',
+
+    # Additional stuff for the LaTeX preamble.
+    #
+    # 'preamble': '',
+
+    # Latex figure (float) alignment
+    #
+    # 'figure_align': 'htbp',
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title, author, documentclass
+# [howto, manual, or own class]).
+latex_documents = [
+    (master_doc, 'probtest.tex',
+     u'probtest Documentation',
+     u'ITA', 'manual'),
+]
+
+# -- Options for manual page output ------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [(master_doc, 'probtest',
+              u'probtest Documentation',
+              [author], 1)]
+
+# -- Options for Texinfo output ----------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+#  dir menu entry, description, category)
+texinfo_documents = [
+    (master_doc, 'probtest',
+     u'probtest Documentation', author,
+     'probtest',
+     'Python job integrating with MeteoSwiss systems.',
+     'Miscellaneous'),
+]
+
+# improve parameters description
+napoleon_use_param = False
+
+# avoid the display of redundant module names
+add_module_names = False
+
+# autoapi module configuration
+autoapi_dirs = ['../probtest']
+autoapi_options = ['members', 'undoc-members', 'show-inheritance', 'show-module-summary', 'imported-members']
\ No newline at end of file
diff --git a/doc/history.rst b/doc/history.rst
new file mode 100644
index 00000000..25064996
--- /dev/null
+++ b/doc/history.rst
@@ -0,0 +1 @@
+.. include:: ../HISTORY.rst
diff --git a/doc/index.rst b/doc/index.rst
new file mode 100644
index 00000000..94a2a94e
--- /dev/null
+++ b/doc/index.rst
@@ -0,0 +1,18 @@
+probtest documentation
+================================================
+
+Python job integrating with MeteoSwiss systems.
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Contents:
+
+   readme
+   autoapi/index
+   history
+
+Indices and tables
+==================
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
diff --git a/doc/readme.rst b/doc/readme.rst
new file mode 100644
index 00000000..72a33558
--- /dev/null
+++ b/doc/readme.rst
@@ -0,0 +1 @@
+.. include:: ../README.rst
diff --git a/jenkins/mergerequest b/jenkins/mergerequest
index b125f3db..7c63bf58 100644
--- a/jenkins/mergerequest
+++ b/jenkins/mergerequest
@@ -10,7 +10,7 @@ pipeline {
             steps {
                 sh'''
                 source $SCRATCH/project/g110/icon/probtest/conda/miniconda/bin/activate probtest
-                pytest -v tests/*
+                pytest -v test/*
                 '''
             }
         }
diff --git a/k8s/base/cronjob.yaml b/k8s/base/cronjob.yaml
new file mode 100644
index 00000000..4d6f41d7
--- /dev/null
+++ b/k8s/base/cronjob.yaml
@@ -0,0 +1,31 @@
+apiVersion: batch/v1
+kind: CronJob
+metadata:
+  name: probtest
+spec:
+  schedule: "0 * * * *" # executes the job every hour
+  jobTemplate:
+    spec:
+      template:
+        spec:
+          containers:
+            - name: probtest
+              image: docker-all-nexus.meteoswiss.ch/probtest/probtest-job
+              args:
+                - "greeting"
+                - "ms/mr developer"
+              imagePullPolicy: Always
+              env:
+                - name: LOGGING__FORMATTER
+                  value: json
+              envFrom:
+                - configMapRef:
+                    name: probtest-config
+              resources:
+                limits:
+                  cpu: "1"
+                  memory: 256Mi
+                requests:
+                  cpu: 20m
+                  memory: 128Mi
+          restartPolicy: Never
diff --git a/k8s/base/kustomization.yaml b/k8s/base/kustomization.yaml
new file mode 100644
index 00000000..f694edc5
--- /dev/null
+++ b/k8s/base/kustomization.yaml
@@ -0,0 +1,4 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+resources:
+  - cronjob.yaml
diff --git a/k8s/overlays/depl/kustomization.yaml b/k8s/overlays/depl/kustomization.yaml
new file mode 100644
index 00000000..67dadcab
--- /dev/null
+++ b/k8s/overlays/depl/kustomization.yaml
@@ -0,0 +1,18 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: probtest-main-depl
+
+generatorOptions:
+  disableNameSuffixHash: true
+
+resources:
+  - ../../base
+
+images:
+  - name: docker-all-nexus.meteoswiss.ch/probtest/probtest
+    newTag: depl
+
+configMapGenerator:
+  - name: probtest-config
+    literals:
+      - LOGGING__ROOT_LOG_LEVEL=INFO
\ No newline at end of file
diff --git a/k8s/overlays/devt/kustomization.yaml b/k8s/overlays/devt/kustomization.yaml
new file mode 100644
index 00000000..2365e7a4
--- /dev/null
+++ b/k8s/overlays/devt/kustomization.yaml
@@ -0,0 +1,18 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: probtest-main-devt
+
+generatorOptions:
+  disableNameSuffixHash: true
+
+resources:
+  - ../../base
+
+images:
+  - name: docker-all-nexus.meteoswiss.ch/probtest/probtest
+    newTag: devt
+
+configMapGenerator:
+  - name: probtest-config
+    literals:
+      - LOGGING__ROOT_LOG_LEVEL=INFO
\ No newline at end of file
diff --git a/k8s/overlays/prod/kustomization.yaml b/k8s/overlays/prod/kustomization.yaml
new file mode 100644
index 00000000..a7a88bf8
--- /dev/null
+++ b/k8s/overlays/prod/kustomization.yaml
@@ -0,0 +1,18 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: probtest-main-prod
+
+generatorOptions:
+  disableNameSuffixHash: true
+
+resources:
+  - ../../base
+
+images:
+  - name: docker-all-nexus.meteoswiss.ch/probtest/probtest
+    newTag: prod
+
+configMapGenerator:
+  - name: probtest-job-config
+    literals:
+      - LOGGING__ROOT_LOG_LEVEL=INFO
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..9797bc96
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2310 @@
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
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+
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+pygments = ">=1.5"
+
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+    {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
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+reference = "meteoswiss"
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+python-versions = ">=3.9"
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+    {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
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+
+[package.source]
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+reference = "meteoswiss"
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+optional = false
+python-versions = ">=3.9"
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+    {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
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+[package.source]
+type = "legacy"
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+reference = "meteoswiss"
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+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
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+reference = "meteoswiss"
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+description = "Style preserving TOML library"
+optional = false
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+reference = "meteoswiss"
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+[[package]]
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+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
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+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
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+reference = "meteoswiss"
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+description = "Provider of IANA time zone data"
+optional = false
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+[package.extras]
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+io = ["cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "scipy", "zarr"]
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+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[package.source]
+type = "legacy"
+url = "https://service.meteoswiss.ch/nexus/repository/python-all/simple"
+reference = "meteoswiss"
+
+[metadata]
+lock-version = "2.0"
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diff --git a/tests/__init__.py b/probtest/__init__.py
similarity index 100%
rename from tests/__init__.py
rename to probtest/__init__.py
diff --git a/tests/cli/__init__.py b/probtest/engine/__init__.py
similarity index 100%
rename from tests/cli/__init__.py
rename to probtest/engine/__init__.py
diff --git a/engine/cdo_table.py b/probtest/engine/cdo_table.py
similarity index 95%
rename from engine/cdo_table.py
rename to probtest/engine/cdo_table.py
index 332b3a9c..0ed217c5 100644
--- a/engine/cdo_table.py
+++ b/probtest/engine/cdo_table.py
@@ -13,12 +13,12 @@
 import pandas as pd
 import xarray as xr
 
-from util import model_output_parser
-from util.click_util import CommaSeperatedInts, cli_help
-from util.constants import cdo_bins
-from util.dataframe_ops import df_from_file_ids
-from util.file_system import file_names_from_pattern
-from util.log_handler import logger
+from probtest.util import model_output_parser
+from probtest.util.click_util import CommaSeperatedInts, cli_help
+from probtest.util.constants import cdo_bins
+from probtest.util.dataframe_ops import df_from_file_ids
+from probtest.util.file_system import file_names_from_pattern
+from probtest.util.log_handler import logger
 
 
 def compute_rel_diff(var1, var2):
diff --git a/engine/check.py b/probtest/engine/check.py
similarity index 86%
rename from engine/check.py
rename to probtest/engine/check.py
index 79f6dae8..0d22b8af 100644
--- a/engine/check.py
+++ b/probtest/engine/check.py
@@ -11,9 +11,12 @@
 
 import click
 
-from util.click_util import cli_help
-from util.dataframe_ops import compute_div_dataframe, test_stats_file_with_tolerances
-from util.log_handler import logger
+from probtest.util.click_util import cli_help
+from probtest.util.dataframe_ops import (
+    compute_div_dataframe,
+    test_stats_file_with_tolerances,
+)
+from probtest.util.log_handler import logger
 
 
 @click.command()
diff --git a/engine/init.py b/probtest/engine/init.py
similarity index 97%
rename from engine/init.py
rename to probtest/engine/init.py
index f243366e..a39ef5cf 100644
--- a/engine/init.py
+++ b/probtest/engine/init.py
@@ -14,8 +14,8 @@
 import click
 from jinja2 import Environment, FileSystemLoader, StrictUndefined
 
-from util.click_util import CommaSeperatedInts, cli_help
-from util.log_handler import logger
+from probtest.util.click_util import CommaSeperatedInts, cli_help
+from probtest.util.log_handler import logger
 
 
 @click.command()
diff --git a/engine/performance.py b/probtest/engine/performance.py
similarity index 90%
rename from engine/performance.py
rename to probtest/engine/performance.py
index 62cb658d..edbef62c 100644
--- a/engine/performance.py
+++ b/probtest/engine/performance.py
@@ -14,11 +14,11 @@
 
 import click
 
-from util.click_util import cli_help
-from util.file_system import file_names_from_pattern
-from util.icon.extract_timings import read_logfile
-from util.log_handler import logger
-from util.tree import TREEFILE_TEMPLATE, TimingTree
+from probtest.util.click_util import cli_help
+from probtest.util.file_system import file_names_from_pattern
+from probtest.util.icon.extract_timings import read_logfile
+from probtest.util.log_handler import logger
+from probtest.util.tree import TREEFILE_TEMPLATE, TimingTree
 
 
 @click.command()
@@ -83,9 +83,8 @@ def performance(timing_regex, timing_database, append_time):
                     if len(base.root[i].intersection(tt.root[i])) != len(
                         base.root[i].to_list()
                     ):
-                        backup = (
-                            f"{timing_database}_{base.meta_data["finish_time"][-1]}"
-                        )
+                        finish_time_string = base.meta_data["finish_time"][-1]
+                        backup = f"{timing_database}_{finish_time_string}"
                         logger.info("tree changed, saving backup as: %s", backup)
                         shutil.copy(
                             TREEFILE_TEMPLATE.format(base=f"{timing_database}_{i}"),
diff --git a/engine/performance_check.py b/probtest/engine/performance_check.py
similarity index 95%
rename from engine/performance_check.py
rename to probtest/engine/performance_check.py
index 9b884ec0..15516b94 100644
--- a/engine/performance_check.py
+++ b/probtest/engine/performance_check.py
@@ -13,9 +13,9 @@
 
 import click
 
-from util.click_util import cli_help
-from util.log_handler import logger
-from util.tree import TimingTree
+from probtest.util.click_util import cli_help
+from probtest.util.log_handler import logger
+from probtest.util.tree import TimingTree
 
 
 @click.command()
diff --git a/engine/perturb.py b/probtest/engine/perturb.py
similarity index 93%
rename from engine/perturb.py
rename to probtest/engine/perturb.py
index 23b61565..6cf81f2b 100644
--- a/engine/perturb.py
+++ b/probtest/engine/perturb.py
@@ -14,10 +14,10 @@
 import click
 import numpy as np
 
-from util.click_util import CommaSeperatedInts, CommaSeperatedStrings, cli_help
-from util.log_handler import logger
-from util.netcdf_io import nc4_get_copy
-from util.utils import get_seed_from_member_num
+from probtest.util.click_util import CommaSeperatedInts, CommaSeperatedStrings, cli_help
+from probtest.util.log_handler import logger
+from probtest.util.netcdf_io import nc4_get_copy
+from probtest.util.utils import get_seed_from_member_num
 
 
 def create_perturb_files(in_path, in_files, out_path, copy_all_files=False):
diff --git a/engine/run_ensemble.py b/probtest/engine/run_ensemble.py
similarity index 97%
rename from engine/run_ensemble.py
rename to probtest/engine/run_ensemble.py
index 02236679..fd2766c5 100644
--- a/engine/run_ensemble.py
+++ b/probtest/engine/run_ensemble.py
@@ -15,9 +15,9 @@
 
 import click
 
-from util.click_util import CommaSeperatedInts, CommaSeperatedStrings, cli_help
-from util.log_handler import logger
-from util.utils import get_seed_from_member_num
+from probtest.util.click_util import CommaSeperatedInts, CommaSeperatedStrings, cli_help
+from probtest.util.log_handler import logger
+from probtest.util.utils import get_seed_from_member_num
 
 
 def is_float(string):
diff --git a/engine/select_members.py b/probtest/engine/select_members.py
similarity index 97%
rename from engine/select_members.py
rename to probtest/engine/select_members.py
index 534dc964..774da50c 100644
--- a/engine/select_members.py
+++ b/probtest/engine/select_members.py
@@ -16,10 +16,10 @@
 import click
 import numpy as np
 
-from engine.tolerance import tolerance
-from util.click_util import cli_help
-from util.dataframe_ops import test_stats_file_with_tolerances
-from util.log_handler import logger
+from probtest.engine.tolerance import tolerance
+from probtest.util.click_util import cli_help
+from probtest.util.dataframe_ops import test_stats_file_with_tolerances
+from probtest.util.log_handler import logger
 
 
 # finds members and a corresponding tolerance factor validating for all stats files.
diff --git a/engine/stats.py b/probtest/engine/stats.py
similarity index 94%
rename from engine/stats.py
rename to probtest/engine/stats.py
index 96339742..2f1d4ed7 100644
--- a/engine/stats.py
+++ b/probtest/engine/stats.py
@@ -11,9 +11,9 @@
 
 import click
 
-from util.click_util import CommaSeperatedInts, cli_help
-from util.dataframe_ops import df_from_file_ids
-from util.log_handler import logger
+from probtest.util.click_util import CommaSeperatedInts, cli_help
+from probtest.util.dataframe_ops import df_from_file_ids
+from probtest.util.log_handler import logger
 
 
 def monotonically_increasing(li):
diff --git a/engine/tolerance.py b/probtest/engine/tolerance.py
similarity index 93%
rename from engine/tolerance.py
rename to probtest/engine/tolerance.py
index 1700319f..621f1c9d 100644
--- a/engine/tolerance.py
+++ b/probtest/engine/tolerance.py
@@ -11,13 +11,13 @@
 import click
 import pandas as pd
 
-from util.click_util import CommaSeperatedInts, cli_help
-from util.dataframe_ops import (
+from probtest.util.click_util import CommaSeperatedInts, cli_help
+from probtest.util.dataframe_ops import (
     compute_rel_diff_dataframe,
     force_monotonic,
     parse_probtest_csv,
 )
-from util.log_handler import logger
+from probtest.util.log_handler import logger
 
 
 @click.command()
diff --git a/probtest.py b/probtest/probtest.py
similarity index 61%
rename from probtest.py
rename to probtest/probtest.py
index 2dc0f7e2..8dfef76a 100755
--- a/probtest.py
+++ b/probtest/probtest.py
@@ -9,22 +9,22 @@
 import click
 import matplotlib
 
-from engine.cdo_table import cdo_table
-from engine.check import check
-from engine.init import init
-from engine.performance import performance
-from engine.performance_check import performance_check
-from engine.perturb import perturb
-from engine.run_ensemble import run_ensemble
-from engine.select_members import select_members
-from engine.stats import stats
-from engine.tolerance import tolerance
-from util.click_util import load_defaults
-from util.log_handler import initialize_logger
-from visualize.cdo_table_reader import cdo_table_reader
-from visualize.check_plot import check_plot
-from visualize.performance_meta_data import performance_meta_data
-from visualize.performance_plot import performance_plot
+from probtest.engine.cdo_table import cdo_table
+from probtest.engine.check import check
+from probtest.engine.init import init
+from probtest.engine.performance import performance
+from probtest.engine.performance_check import performance_check
+from probtest.engine.perturb import perturb
+from probtest.engine.run_ensemble import run_ensemble
+from probtest.engine.select_members import select_members
+from probtest.engine.stats import stats
+from probtest.engine.tolerance import tolerance
+from probtest.util.click_util import load_defaults
+from probtest.util.log_handler import initialize_logger
+from probtest.visualize.cdo_table_reader import cdo_table_reader
+from probtest.visualize.check_plot import check_plot
+from probtest.visualize.performance_meta_data import performance_meta_data
+from probtest.visualize.performance_plot import performance_plot
 
 matplotlib.use("Agg")
 
@@ -60,6 +60,5 @@ def cli(ctx, log_level, log_file):
 cli.add_command(cdo_table)
 cli.add_command(cdo_table_reader)
 
-
 if __name__ == "__main__":
     cli()
diff --git a/tests/engine/__init__.py b/probtest/util/__init__.py
similarity index 100%
rename from tests/engine/__init__.py
rename to probtest/util/__init__.py
diff --git a/util/click_util.py b/probtest/util/click_util.py
similarity index 99%
rename from util/click_util.py
rename to probtest/util/click_util.py
index e87d399b..c0036009 100644
--- a/util/click_util.py
+++ b/probtest/util/click_util.py
@@ -11,8 +11,8 @@
 
 import click
 
-from util import dataframe_ops
-from util.log_handler import logger
+from probtest.util import dataframe_ops
+from probtest.util.log_handler import logger
 
 
 def load_defaults(sections):
diff --git a/util/constants.py b/probtest/util/constants.py
similarity index 100%
rename from util/constants.py
rename to probtest/util/constants.py
diff --git a/util/dataframe_ops.py b/probtest/util/dataframe_ops.py
similarity index 95%
rename from util/dataframe_ops.py
rename to probtest/util/dataframe_ops.py
index 2e14db87..682603d4 100644
--- a/util/dataframe_ops.py
+++ b/probtest/util/dataframe_ops.py
@@ -11,10 +11,10 @@
 import numpy as np
 import pandas as pd
 
-from util.constants import CHECK_THRESHOLD, compute_statistics
-from util.file_system import file_names_from_pattern
-from util.log_handler import logger
-from util.model_output_parser import model_output_parser
+from probtest.util.constants import CHECK_THRESHOLD, compute_statistics
+from probtest.util.file_system import file_names_from_pattern
+from probtest.util.log_handler import logger
+from probtest.util.model_output_parser import model_output_parser
 
 pd.set_option("display.max_colwidth", None)
 pd.set_option("display.max_columns", None)
@@ -209,15 +209,17 @@ def check_intersection(df_ref, df_cur):
     missing_in_ref = list(set(missing_in_ref))
     missing_in_cur = list(set(missing_in_cur))
     if missing_in_ref:
+        missing_in_ref_string = ", ".join(missing_in_ref)
         warning_msg = (
             "WARNING: The following variables are in the test case but not in the"
-            f" reference case and therefore not tested: {", ".join(missing_in_ref)}"
+            f" reference case and therefore not tested: {missing_in_ref_string}"
         )
         warnings.warn(warning_msg, UserWarning)
     if missing_in_cur:
+        missing_in_cur_string = ", ".join(missing_in_cur)
         warning_msg = (
             "WARNING: The following variables are in the reference case but not in the"
-            f" test case and therefore not tested: {", ".join(missing_in_cur)}"
+            f" test case and therefore not tested: {missing_in_cur_string}"
         )
         warnings.warn(warning_msg, UserWarning)
 
diff --git a/util/file_system.py b/probtest/util/file_system.py
similarity index 96%
rename from util/file_system.py
rename to probtest/util/file_system.py
index 99ad3baf..18d4c596 100644
--- a/util/file_system.py
+++ b/probtest/util/file_system.py
@@ -4,7 +4,7 @@
 
 from pathlib import Path
 
-from util.log_handler import logger
+from probtest.util.log_handler import logger
 
 
 def file_names_from_pattern(dir_name, file_pattern):
diff --git a/util/icon/extract_timings.py b/probtest/util/icon/extract_timings.py
similarity index 98%
rename from util/icon/extract_timings.py
rename to probtest/util/icon/extract_timings.py
index a819baa6..1d76e8ae 100644
--- a/util/icon/extract_timings.py
+++ b/probtest/util/icon/extract_timings.py
@@ -9,8 +9,8 @@
 
 import numpy as np
 
-from util.constants import DATETIME_FORMAT
-from util.log_handler import logger
+from probtest.util.constants import DATETIME_FORMAT
+from probtest.util.log_handler import logger
 
 TIMING_START_REGEX = r"(?: +L? ?[a-zA-Z_.]+)"
 TIMING_ELEMENT_REGEX = r"(?:\[?\d+[.msh]?\d*s?\]? +)"
diff --git a/util/log_handler.py b/probtest/util/log_handler.py
similarity index 100%
rename from util/log_handler.py
rename to probtest/util/log_handler.py
diff --git a/util/model_output_parser.py b/probtest/util/model_output_parser.py
similarity index 97%
rename from util/model_output_parser.py
rename to probtest/util/model_output_parser.py
index 5218d378..2f19df49 100644
--- a/util/model_output_parser.py
+++ b/probtest/util/model_output_parser.py
@@ -30,10 +30,10 @@
 import pandas as pd
 import xarray
 
-from util.constants import compute_statistics
-from util.log_handler import logger
-from util.utils import numbers
-from util.xarray_ops import statistics_over_horizontal_dim
+from probtest.util.constants import compute_statistics
+from probtest.util.log_handler import logger
+from probtest.util.utils import numbers
+from probtest.util.xarray_ops import statistics_over_horizontal_dim
 
 
 def parse_netcdf(file_id, filename, specification):
diff --git a/util/netcdf_io.py b/probtest/util/netcdf_io.py
similarity index 96%
rename from util/netcdf_io.py
rename to probtest/util/netcdf_io.py
index ba356bae..326e4397 100644
--- a/util/netcdf_io.py
+++ b/probtest/util/netcdf_io.py
@@ -6,7 +6,7 @@
 import numpy as np
 from netCDF4 import Dataset  # pylint: disable=no-name-in-module
 
-from util.log_handler import logger
+from probtest.util.log_handler import logger
 
 
 def nc4_get_copy(name_in, name_out):
diff --git a/util/tree.py b/probtest/util/tree.py
similarity index 99%
rename from util/tree.py
rename to probtest/util/tree.py
index b7ed1165..deea1d7e 100644
--- a/util/tree.py
+++ b/probtest/util/tree.py
@@ -10,7 +10,7 @@
 import numpy as np
 import pandas as pd
 
-from util.log_handler import logger
+from probtest.util.log_handler import logger
 
 TREE_NAME_SEPARATOR = ">"
 
diff --git a/util/utils.py b/probtest/util/utils.py
similarity index 100%
rename from util/utils.py
rename to probtest/util/utils.py
diff --git a/util/xarray_ops.py b/probtest/util/xarray_ops.py
similarity index 97%
rename from util/xarray_ops.py
rename to probtest/util/xarray_ops.py
index 14ff61b7..edcfa2ad 100644
--- a/util/xarray_ops.py
+++ b/probtest/util/xarray_ops.py
@@ -7,7 +7,7 @@
 
 import sys
 
-from util.log_handler import logger
+from probtest.util.log_handler import logger
 
 
 def statistics_over_horizontal_dim(
diff --git a/tests/util/__init__.py b/probtest/visualize/__init__.py
similarity index 100%
rename from tests/util/__init__.py
rename to probtest/visualize/__init__.py
diff --git a/visualize/cdo_table_reader.py b/probtest/visualize/cdo_table_reader.py
similarity index 89%
rename from visualize/cdo_table_reader.py
rename to probtest/visualize/cdo_table_reader.py
index cd178187..ca169a3a 100644
--- a/visualize/cdo_table_reader.py
+++ b/probtest/visualize/cdo_table_reader.py
@@ -6,8 +6,8 @@
 import click
 import pandas as pd
 
-from util.click_util import CommaSeperatedInts, CommaSeperatedStrings, cli_help
-from util.dataframe_ops import parse_probtest_csv
+from probtest.util.click_util import CommaSeperatedInts, CommaSeperatedStrings, cli_help
+from probtest.util.dataframe_ops import parse_probtest_csv
 
 pd.set_option("expand_frame_repr", False)
 
diff --git a/visualize/check_plot.py b/probtest/visualize/check_plot.py
similarity index 93%
rename from visualize/check_plot.py
rename to probtest/visualize/check_plot.py
index 39acef81..8fbe0ce7 100644
--- a/visualize/check_plot.py
+++ b/probtest/visualize/check_plot.py
@@ -14,10 +14,10 @@
 from matplotlib import lines as mlines
 from matplotlib import pyplot as plt
 
-from util.click_util import cli_help
-from util.constants import compute_statistics
-from util.dataframe_ops import compute_rel_diff_dataframe, parse_probtest_csv
-from util.log_handler import logger
+from probtest.util.click_util import cli_help
+from probtest.util.constants import compute_statistics
+from probtest.util.dataframe_ops import compute_rel_diff_dataframe, parse_probtest_csv
+from probtest.util.log_handler import logger
 
 
 def delete_uninitialized_fields(df):
@@ -148,7 +148,8 @@ def check_plot(tolerance_file_name, input_file_ref, input_file_cur, factor, save
     )  # use an absolute margin for the legend
     if savedir:
         Path(savedir).mkdir(exist_ok=True, parents=True)
-        path = f"{savedir}/{"check_plot.png"}"
+        check_plot_name = "check_plot.png"
+        path = f"{savedir}/{check_plot_name}"
         logger.info("saving figure to %s", path)
         fig.savefig(path)
     else:
diff --git a/visualize/performance_meta_data.py b/probtest/visualize/performance_meta_data.py
similarity index 91%
rename from visualize/performance_meta_data.py
rename to probtest/visualize/performance_meta_data.py
index 17147cd1..9c986f85 100644
--- a/visualize/performance_meta_data.py
+++ b/probtest/visualize/performance_meta_data.py
@@ -15,11 +15,11 @@
 import pandas as pd
 from matplotlib import pyplot as plt
 
-from util.click_util import CommaSeperatedStrings, cli_help
-from util.constants import DATETIME_FORMAT
-from util.log_handler import logger
-from util.tree import TimingTree
-from util.utils import unique_elements
+from probtest.util.click_util import CommaSeperatedStrings, cli_help
+from probtest.util.constants import DATETIME_FORMAT
+from probtest.util.log_handler import logger
+from probtest.util.tree import TimingTree
+from probtest.util.utils import unique_elements
 
 
 def plot_meta_data_timer(timer, data, revs, ax, experiment_name, savedir):
@@ -46,7 +46,8 @@ def plot_meta_data_timer(timer, data, revs, ax, experiment_name, savedir):
     plt.tight_layout()
     if savedir:
         Path(savedir).mkdir(exist_ok=True, parents=True)
-        path = f"{savedir}/{f"perf_meta_{experiment_name}_{timer}.png"}"
+        perf_name = f"perf_meta_{experiment_name}_{timer}.png"
+        path = f"{savedir}/{perf_name}"
         logger.info("saving figure to %s", path)
         fig.savefig(path)
     else:
diff --git a/visualize/performance_plot.py b/probtest/visualize/performance_plot.py
similarity index 91%
rename from visualize/performance_plot.py
rename to probtest/visualize/performance_plot.py
index 7dcbafeb..1eb1bd77 100644
--- a/visualize/performance_plot.py
+++ b/probtest/visualize/performance_plot.py
@@ -19,11 +19,11 @@
 import numpy as np
 from matplotlib import pyplot as plt
 
-from util.click_util import CommaSeperatedStrings, cli_help
-from util.constants import DATETIME_FORMAT
-from util.log_handler import logger
-from util.tree import TimingTree
-from util.utils import first_idx_of, last_idx_of, unique_elements
+from probtest.util.click_util import CommaSeperatedStrings, cli_help
+from probtest.util.constants import DATETIME_FORMAT
+from probtest.util.log_handler import logger
+from probtest.util.tree import TimingTree
+from probtest.util.utils import first_idx_of, last_idx_of, unique_elements
 
 
 def colour_revs(times, revs, ax):
@@ -125,6 +125,7 @@ def performance_plot(timing_database, savedir, timing_names, experiment_name, i_
         )
 
         if savedir:
-            path = f"{savedir}/{f"perf_{experiment_name}_{timer}.png"}"
+            plot_name = f"perf_{experiment_name}_{timer}.png"
+            path = f"{savedir}/{plot_name}"
             logger.info("saving figure to %s", path)
             fig.savefig(path)
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..f8cb8263
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,82 @@
+[[tool.poetry.source]]
+name = "meteoswiss"
+url = "https://service.meteoswiss.ch/nexus/repository/python-all/simple"
+
+[[tool.poetry.source]]
+# only hub entrypoint can be used for publishing libraries (accessible from CI/CD server)
+name = "pypi-mch-publish"
+url = "https://hub.meteoswiss.ch/nexus/repository/python-mch/"
+
+[tool.poetry]
+name = "probtest"
+version = "0.0"
+description = "Python job integrating with MeteoSwiss systems."
+authors = ["ITA <ita@meteoswiss.ch>"]
+readme = "README.rst"
+include = ["HISTORY.rst"]
+
+[tool.poetry.scripts]
+probtest = "probtest.probtest:cli"
+
+[tool.poetry.dependencies]
+python = ">=3.10"
+click = ">=7.1.2"
+Jinja2 = ">=3.0.1"
+matplotlib = ">=3.2.1"
+netCDF4 = ">=1.5.3"
+numpy = ">=1.18.2"
+pathlib = ">=1.0.1"
+pandas = ">=1.0.3"
+regex = ">=2020.11.13"
+scipy = ">=1.4.1"
+xarray = ">=0.16.1"
+
+
+
+[tool.poetry.group.dev.dependencies]
+black= ">=22.8.0"
+mypy = "*"
+pydata-sphinx-theme = "*"
+pylint = "*"
+pytest = ">=6.2.1"
+pytest-cov = "*"
+sphinx = "*"
+sphinx-autoapi = "*"
+yapf = "*"
+
+[tool.yapf]
+based_on_style = "pep8"
+column_limit = "120"
+
+[tool.pylint.master]
+disable = [
+    'C0114', # missing-module-docstring
+    'C0115', # missing-class-docstring
+    'C0116', # missing-function-docstring
+    'W0511', # fix me or to-do comments are already covered by SonarQube
+]
+
+[tool.pylint.basic]
+argument-naming-style = 'any'
+attr-naming-style = 'any'
+
+[tool.pylint.format]
+# Maximum number of lines in a module.
+max-line-length = 120
+
+[tool.pylint.design]
+# Minimum number of public methods for a class (see R0903).
+min-public-methods = 0
+
+[tool.mypy]
+ignore_missing_imports = true
+disallow_untyped_defs = true
+
+[[tool.mypy.overrides]]
+# to avoid mypy errors when importing modules from commons
+# aka "module is installed, but missing library stubs or py.typed marker"
+module = ["mchpy.*"]
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
diff --git a/setup_env.sh b/setup_env.sh
index ae0fe804..eea32344 100755
--- a/setup_env.sh
+++ b/setup_env.sh
@@ -11,6 +11,7 @@ fi
 # Default env names
 DEFAULT_ENV_NAME="probtest"
 
+
 # Default options
 ENV_NAME="${DEFAULT_ENV_NAME}"
 PYVERSION=3.11
diff --git a/sonar-project.properties b/sonar-project.properties
new file mode 100644
index 00000000..bb00dd41
--- /dev/null
+++ b/sonar-project.properties
@@ -0,0 +1,9 @@
+sonar.projectVersion=n/a
+sonar.projectName=probtest
+sonar.projectKey=probtest
+sonar.python.version=3.10
+sonar.python.xunit.reportPath=test_reports/junit*.xml
+sonar.python.coverage.reportPaths=test_reports/coverage.xml
+sonar.python.pylint.reportPath=test_reports/pylint.log
+sonar.coverage.exclusions=test/**,doc/**, test_reports/**
+sonar.exclusions=doc/**
diff --git a/tests/util/icon/__init__.py b/test/__init__.py
similarity index 100%
rename from tests/util/icon/__init__.py
rename to test/__init__.py
diff --git a/util/__init__.py b/test/cli/__init__.py
similarity index 100%
rename from util/__init__.py
rename to test/cli/__init__.py
diff --git a/tests/cli/test_cdo_table_cli.py b/test/cli/test_cdo_table_cli.py
similarity index 97%
rename from tests/cli/test_cdo_table_cli.py
rename to test/cli/test_cdo_table_cli.py
index e98f7e6b..0ef49e8d 100644
--- a/tests/cli/test_cdo_table_cli.py
+++ b/test/cli/test_cdo_table_cli.py
@@ -6,10 +6,7 @@
 """
 
 import os
-
-import pytest
-
-from tests.helpers import (
+from test.helpers import (
     assert_empty_df,
     load_pandas,
     pandas_error,
@@ -17,6 +14,8 @@
     store_as_potential_new_ref,
 )
 
+import pytest
+
 
 def test_cdo_table_cli(tmp_dir, ensemble, df_ref_cdo_table, new_ref):
     cdo_table_file = os.path.join(tmp_dir, "cdo_table.csv")
diff --git a/tests/cli/test_performance_cli.py b/test/cli/test_performance_cli.py
similarity index 95%
rename from tests/cli/test_performance_cli.py
rename to test/cli/test_performance_cli.py
index 549cfa45..931cf2cd 100644
--- a/tests/cli/test_performance_cli.py
+++ b/test/cli/test_performance_cli.py
@@ -6,15 +6,15 @@
 """
 
 import os
-
-from tests.helpers import (
+from test.helpers import (
     assert_empty_df,
     assert_empty_list,
     pandas_error,
     run_performance_cli,
     store_timings_as_potential_new_ref,
 )
-from util.tree import TimingTree
+
+from probtest.util.tree import TimingTree
 
 
 def test_performance_cli_timing(new_ref, timing_logfile, tmp_dir, df_ref_performance):
diff --git a/tests/cli/test_perturb_cli.py b/test/cli/test_perturb_cli.py
similarity index 92%
rename from tests/cli/test_perturb_cli.py
rename to test/cli/test_perturb_cli.py
index a4f40c75..4bef3667 100644
--- a/tests/cli/test_perturb_cli.py
+++ b/test/cli/test_perturb_cli.py
@@ -1,13 +1,12 @@
 """
-This module contains tests for verifying the functionality of perturbing NetCDF files.
+This module contains test for verifying the functionality of perturbing NetCDF files.
 """
 
 import os
+from test.helpers import assert_empty_list, check_netcdf, load_netcdf, run_perturb_cli
 
 import pytest
 
-from tests.helpers import assert_empty_list, check_netcdf, load_netcdf, run_perturb_cli
-
 
 @pytest.mark.xfail
 def test_compare_ref_with_data_from_fixture_v_missing(ds_ref_with_t_u_v, ds_with_t_u_v):
diff --git a/tests/cli/test_stats_cli.py b/test/cli/test_stats_cli.py
similarity index 98%
rename from tests/cli/test_stats_cli.py
rename to test/cli/test_stats_cli.py
index e5152a27..0975410c 100644
--- a/tests/cli/test_stats_cli.py
+++ b/test/cli/test_stats_cli.py
@@ -4,10 +4,7 @@
 """
 
 import os
-
-import pytest
-
-from tests.helpers import (
+from test.helpers import (
     assert_empty_df,
     load_pandas,
     pandas_error,
@@ -15,6 +12,8 @@
     store_as_potential_new_ref,
 )
 
+import pytest
+
 
 def test_stats_cli_no_ensemble(new_ref, nc_with_t_u_v, df_ref_stats):
     tmp_path = os.path.dirname(nc_with_t_u_v)
diff --git a/tests/cli/test_tolerance_cli.py b/test/cli/test_tolerance_cli.py
similarity index 96%
rename from tests/cli/test_tolerance_cli.py
rename to test/cli/test_tolerance_cli.py
index 2932bd44..aa2be9d6 100644
--- a/tests/cli/test_tolerance_cli.py
+++ b/test/cli/test_tolerance_cli.py
@@ -6,8 +6,7 @@
 """
 
 import os
-
-from tests.helpers import (
+from test.helpers import (
     assert_empty_df,
     load_pandas,
     pandas_error,
diff --git a/tests/conftest.py b/test/conftest.py
similarity index 97%
rename from tests/conftest.py
rename to test/conftest.py
index f2944b5e..e8b51fa0 100644
--- a/tests/conftest.py
+++ b/test/conftest.py
@@ -11,14 +11,14 @@
 import os
 import shutil
 import tempfile
+from test.helpers import create_random_stats_file, generate_ensemble, load_pandas
 
 import numpy as np
 import pandas as pd
 import pytest
 import xarray as xr
 
-from tests.helpers import create_random_stats_file, generate_ensemble, load_pandas
-from util.tree import TimingTree
+from probtest.util.tree import TimingTree
 
 
 @pytest.fixture(autouse=True, scope="session")
@@ -30,7 +30,7 @@ def new_ref() -> str:
 
 @pytest.fixture(name="ref_data")
 def fixture_ref_data() -> str:
-    return "tests/data"
+    return "test/data"
 
 
 @pytest.fixture(name="timing_logfile")
diff --git a/tests/data/add_0_data.json b/test/data/add_0_data.json
similarity index 100%
rename from tests/data/add_0_data.json
rename to test/data/add_0_data.json
diff --git a/tests/data/add_0_tree.json b/test/data/add_0_tree.json
similarity index 100%
rename from tests/data/add_0_tree.json
rename to test/data/add_0_tree.json
diff --git a/tests/data/add_1_data.json b/test/data/add_1_data.json
similarity index 100%
rename from tests/data/add_1_data.json
rename to test/data/add_1_data.json
diff --git a/tests/data/add_1_tree.json b/test/data/add_1_tree.json
similarity index 100%
rename from tests/data/add_1_tree.json
rename to test/data/add_1_tree.json
diff --git a/tests/data/add_meta.json b/test/data/add_meta.json
similarity index 100%
rename from tests/data/add_meta.json
rename to test/data/add_meta.json
diff --git a/tests/data/initial_condition.csv b/test/data/initial_condition.csv
similarity index 100%
rename from tests/data/initial_condition.csv
rename to test/data/initial_condition.csv
diff --git a/tests/data/ref_0_data.json b/test/data/ref_0_data.json
similarity index 100%
rename from tests/data/ref_0_data.json
rename to test/data/ref_0_data.json
diff --git a/tests/data/ref_0_tree.json b/test/data/ref_0_tree.json
similarity index 100%
rename from tests/data/ref_0_tree.json
rename to test/data/ref_0_tree.json
diff --git a/tests/data/ref_1_data.json b/test/data/ref_1_data.json
similarity index 100%
rename from tests/data/ref_1_data.json
rename to test/data/ref_1_data.json
diff --git a/tests/data/ref_1_tree.json b/test/data/ref_1_tree.json
similarity index 100%
rename from tests/data/ref_1_tree.json
rename to test/data/ref_1_tree.json
diff --git a/tests/data/ref_cdo_table.csv b/test/data/ref_cdo_table.csv
similarity index 100%
rename from tests/data/ref_cdo_table.csv
rename to test/data/ref_cdo_table.csv
diff --git a/tests/data/ref_meta.json b/test/data/ref_meta.json
similarity index 100%
rename from tests/data/ref_meta.json
rename to test/data/ref_meta.json
diff --git a/tests/data/ref_stats.csv b/test/data/ref_stats.csv
similarity index 100%
rename from tests/data/ref_stats.csv
rename to test/data/ref_stats.csv
diff --git a/tests/data/ref_tolerance.csv b/test/data/ref_tolerance.csv
similarity index 100%
rename from tests/data/ref_tolerance.csv
rename to test/data/ref_tolerance.csv
diff --git a/tests/data/reference_0_data.json b/test/data/reference_0_data.json
similarity index 100%
rename from tests/data/reference_0_data.json
rename to test/data/reference_0_data.json
diff --git a/tests/data/reference_0_tree.json b/test/data/reference_0_tree.json
similarity index 100%
rename from tests/data/reference_0_tree.json
rename to test/data/reference_0_tree.json
diff --git a/tests/data/reference_1_data.json b/test/data/reference_1_data.json
similarity index 100%
rename from tests/data/reference_1_data.json
rename to test/data/reference_1_data.json
diff --git a/tests/data/reference_1_tree.json b/test/data/reference_1_tree.json
similarity index 100%
rename from tests/data/reference_1_tree.json
rename to test/data/reference_1_tree.json
diff --git a/tests/data/reference_meta.json b/test/data/reference_meta.json
similarity index 100%
rename from tests/data/reference_meta.json
rename to test/data/reference_meta.json
diff --git a/tests/data/stats_dp_1.csv b/test/data/stats_dp_1.csv
similarity index 100%
rename from tests/data/stats_dp_1.csv
rename to test/data/stats_dp_1.csv
diff --git a/tests/data/stats_dp_10.csv b/test/data/stats_dp_10.csv
similarity index 100%
rename from tests/data/stats_dp_10.csv
rename to test/data/stats_dp_10.csv
diff --git a/tests/data/stats_dp_2.csv b/test/data/stats_dp_2.csv
similarity index 100%
rename from tests/data/stats_dp_2.csv
rename to test/data/stats_dp_2.csv
diff --git a/tests/data/stats_dp_3.csv b/test/data/stats_dp_3.csv
similarity index 100%
rename from tests/data/stats_dp_3.csv
rename to test/data/stats_dp_3.csv
diff --git a/tests/data/stats_dp_4.csv b/test/data/stats_dp_4.csv
similarity index 100%
rename from tests/data/stats_dp_4.csv
rename to test/data/stats_dp_4.csv
diff --git a/tests/data/stats_dp_5.csv b/test/data/stats_dp_5.csv
similarity index 100%
rename from tests/data/stats_dp_5.csv
rename to test/data/stats_dp_5.csv
diff --git a/tests/data/stats_dp_6.csv b/test/data/stats_dp_6.csv
similarity index 100%
rename from tests/data/stats_dp_6.csv
rename to test/data/stats_dp_6.csv
diff --git a/tests/data/stats_dp_7.csv b/test/data/stats_dp_7.csv
similarity index 100%
rename from tests/data/stats_dp_7.csv
rename to test/data/stats_dp_7.csv
diff --git a/tests/data/stats_dp_8.csv b/test/data/stats_dp_8.csv
similarity index 100%
rename from tests/data/stats_dp_8.csv
rename to test/data/stats_dp_8.csv
diff --git a/tests/data/stats_dp_9.csv b/test/data/stats_dp_9.csv
similarity index 100%
rename from tests/data/stats_dp_9.csv
rename to test/data/stats_dp_9.csv
diff --git a/tests/data/stats_ref.csv b/test/data/stats_ref.csv
similarity index 100%
rename from tests/data/stats_ref.csv
rename to test/data/stats_ref.csv
diff --git a/tests/data/timing_example_1.txt b/test/data/timing_example_1.txt
similarity index 100%
rename from tests/data/timing_example_1.txt
rename to test/data/timing_example_1.txt
diff --git a/tests/data/timing_example_2.txt b/test/data/timing_example_2.txt
similarity index 100%
rename from tests/data/timing_example_2.txt
rename to test/data/timing_example_2.txt
diff --git a/tests/data/timing_example_3.txt b/test/data/timing_example_3.txt
similarity index 100%
rename from tests/data/timing_example_3.txt
rename to test/data/timing_example_3.txt
diff --git a/visualize/__init__.py b/test/engine/__init__.py
similarity index 100%
rename from visualize/__init__.py
rename to test/engine/__init__.py
diff --git a/tests/engine/test_check.py b/test/engine/test_check.py
similarity index 98%
rename from tests/engine/test_check.py
rename to test/engine/test_check.py
index 7b7688d7..66f7969e 100644
--- a/tests/engine/test_check.py
+++ b/test/engine/test_check.py
@@ -9,8 +9,8 @@
 import numpy as np
 import pandas as pd
 
-from util.constants import CHECK_THRESHOLD
-from util.dataframe_ops import (
+from probtest.util.constants import CHECK_THRESHOLD
+from probtest.util.dataframe_ops import (
     check_intersection,
     check_variable,
     compute_rel_diff_dataframe,
diff --git a/tests/engine/test_perturb.py b/test/engine/test_perturb.py
similarity index 97%
rename from tests/engine/test_perturb.py
rename to test/engine/test_perturb.py
index 2e6b7731..f6188019 100644
--- a/tests/engine/test_perturb.py
+++ b/test/engine/test_perturb.py
@@ -13,7 +13,7 @@
 from matplotlib import pyplot as plt
 from netCDF4 import Dataset  # pylint: disable=no-name-in-module
 
-from engine.perturb import perturb_array
+from probtest.engine.perturb import perturb_array
 
 atype = np.float32
 AMPLITUDE = atype(1e-14)
@@ -37,7 +37,7 @@ def __init__(self, methodName="runTest"):
 
     @classmethod
     def setUpClass(cls):
-        test_path = os.path.realpath("tests/tmp")
+        test_path = os.path.realpath("test/tmp")
         cls.test_path = test_path
         # create test directory (remake if it exists)
         if os.path.exists(test_path):
diff --git a/tests/engine/test_run_ensemble.py b/test/engine/test_run_ensemble.py
similarity index 95%
rename from tests/engine/test_run_ensemble.py
rename to test/engine/test_run_ensemble.py
index 6b96b289..aa073eeb 100644
--- a/tests/engine/test_run_ensemble.py
+++ b/test/engine/test_run_ensemble.py
@@ -8,7 +8,7 @@
 import subprocess
 import unittest
 
-from engine.run_ensemble import append_job, finalize_jobs
+from probtest.engine.run_ensemble import append_job, finalize_jobs
 
 
 class TestRunEnsemble(unittest.TestCase):
diff --git a/tests/engine/test_select_members.py b/test/engine/test_select_members.py
similarity index 97%
rename from tests/engine/test_select_members.py
rename to test/engine/test_select_members.py
index 26b82758..31ebe91d 100644
--- a/tests/engine/test_select_members.py
+++ b/test/engine/test_select_members.py
@@ -5,8 +5,7 @@
 
 import os
 import re
-
-from tests.helpers import run_select_members_cli, run_tolerance_cli
+from test.helpers import run_select_members_cli, run_tolerance_cli
 
 
 def test_select_members(stats_file_set):
diff --git a/tests/engine/test_stats.py b/test/engine/test_stats.py
similarity index 99%
rename from tests/engine/test_stats.py
rename to test/engine/test_stats.py
index a4701695..2b98bb34 100644
--- a/tests/engine/test_stats.py
+++ b/test/engine/test_stats.py
@@ -10,7 +10,7 @@
 import numpy as np
 from netCDF4 import Dataset  # pylint: disable=no-name-in-module
 
-from engine.stats import create_stats_dataframe
+from probtest.engine.stats import create_stats_dataframe
 
 TIME_DIM_SIZE = 3
 HOR_DIM_SIZE = 100
diff --git a/tests/helpers.py b/test/helpers.py
similarity index 96%
rename from tests/helpers.py
rename to test/helpers.py
index 8ffce196..84914c20 100644
--- a/tests/helpers.py
+++ b/test/helpers.py
@@ -19,12 +19,12 @@
 import xarray as xr
 from click.testing import CliRunner
 
-from engine.cdo_table import cdo_table
-from engine.performance import performance
-from engine.perturb import perturb
-from engine.select_members import select_members
-from engine.stats import stats
-from engine.tolerance import tolerance
+from probtest.engine.cdo_table import cdo_table
+from probtest.engine.performance import performance
+from probtest.engine.perturb import perturb
+from probtest.engine.select_members import select_members
+from probtest.engine.stats import stats
+from probtest.engine.tolerance import tolerance
 
 
 def load_netcdf(path):
diff --git a/test/util/__init__.py b/test/util/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/test/util/icon/__init__.py b/test/util/icon/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/tests/util/icon/test_timing_tree.py b/test/util/icon/test_timing_tree.py
similarity index 92%
rename from tests/util/icon/test_timing_tree.py
rename to test/util/icon/test_timing_tree.py
index 29132481..974fa690 100644
--- a/tests/util/icon/test_timing_tree.py
+++ b/test/util/icon/test_timing_tree.py
@@ -11,19 +11,19 @@
 import numpy as np
 import pandas as pd
 
-from util.icon.extract_timings import read_logfile
-from util.tree import TimingTree
+from probtest.util.icon.extract_timings import read_logfile
+from probtest.util.tree import TimingTree
 
-TIMING_FILE_1 = "tests/data/timing_example_1.txt"
-TIMING_FILE_2 = "tests/data/timing_example_2.txt"
-TIMING_FILE_3 = "tests/data/timing_example_3.txt"
+TIMING_FILE_1 = "test/data/timing_example_1.txt"
+TIMING_FILE_2 = "test/data/timing_example_2.txt"
+TIMING_FILE_3 = "test/data/timing_example_3.txt"
 
-JSON_REFERENCE = "tests/data/reference"
-JSON_TREE_REFERENCE = "tests/data/reference_tree.json"
-JSON_META_REFERENCE = "tests/data/reference_meta.json"
-JSON_DATA_REFERENCE = "tests/data/reference_data.json"
+JSON_REFERENCE = "test/data/reference"
+JSON_TREE_REFERENCE = "test/data/reference_tree.json"
+JSON_META_REFERENCE = "test/data/reference_meta.json"
+JSON_DATA_REFERENCE = "test/data/reference_data.json"
 
-JSON_ADD_REFERENCE = "tests/data/add"
+JSON_ADD_REFERENCE = "test/data/add"
 
 pd.set_option("display.max_colwidth", None)
 pd.set_option("display.max_columns", None)
@@ -43,7 +43,7 @@ class TestTimingTree(unittest.TestCase):
 
     @classmethod
     def setUpClass(cls):
-        test_path = os.path.realpath("tests/tmp")
+        test_path = os.path.realpath("test/tmp")
         cls.test_path = test_path
         # create test directory (remake if it exists)
         if os.path.exists(test_path):