Setup as 'pip' library

Jenkinsfile

@@ -0,0 +1,39 @@
+pipeline {
+    agent any
+    stages {
+        stage("install") {
+            steps {
+                sh 'mamba env update --file environment.yml --prefix ./env || mamba env create --force --file environment.yml --prefix ./env'
+                sh 'echo conda environment: $CONDA_PREFIX'
+            }
+        }
+        stage("unit tests") {
+            steps {
+                dir('avarias') {
+                    sh returnStatus: true, script: "python -m pytest --junitxml=test_results.tests.xml --cov-report xml:test_coverage.coverage.xml --cov=mltraining"
+                    xunit checksName: '', thresholdMode: 2, thresholds: [failed(unstableThreshold: '90')], tools: [JUnit(excludesPattern: '', pattern: 'test_results.tests.xml', stopProcessingIfError: true)]
+                    // cobertura autoUpdateHealth: false, autoUpdateStability: false, coberturaReportFile: 'test_coverage.coverage.xml', failUnhealthy: false, failUnstable: false, maxNumberOfBuilds: 64, lineCoverageTargets: '50, 0, 0', methodCoverageTargets: '50, 0, 0', onlyStable: false, sourceEncoding: 'ASCII', zoomCoverageChart: false
+                }
+            }
+        }
+        stage("build") {
+            steps {
+                dir('avarias') {
+                    sh 'rm -rf ./dist/*'
+                    sh "python -m build"
+                }
+            }
+        }
+        stage("publish") {
+            environment {
+                CREDS = credentials('rs-git-package-registry-ydeng')
+            }
+            when {
+                branch '**/main'
+            }
+            steps {
+                sh returnStatus: true, script: 'python -m twine upload --repository-url https://git.reslate.systems/api/packages/${CREDS_USR}/pypi -u ${CREDS_USR} -p ${CREDS_PSW} --non-interactive --disable-progress-bar --verbose dist/*'
+            }
+        }
+    }
+}

environment.yml

@@ -1,8 +1,14 @@
-name: huggingface_transformers_utils
+name: mltraining
 channels:
   - conda-forge
   - huggingface
 dependencies:
   - transformers=4.28
+  - python-build=0.10
+  - pip=23.1
+  - setuptools=67.7
+  - pytest=7.3
+  - pytest-cov=4
   - pip:
-      - evaluate==0.4.0
+      - evaluate==0.4
+      - datasets==2.12

setup.cfg

@@ -0,0 +1,18 @@
+[metadata]
+name = mltraining
+version = 0.0.1
+
+[options]
+package_dir =
+    = src
+packages = mltraining
+install_requires =
+    transformers==4.28
+    evaluate==0.4
+    datasets==2.12
+    pytest==7.3
+
+[tool:pytest]
+pythonpath = src
+testpaths = tests
+log_cli = 1

setup.py

@@ -0,0 +1,3 @@
+from setuptools import setup
+
+setup()

tests/test_trainers.py

@@ -0,0 +1,5 @@
+import pytest
+
+def test_placeholder():
+    # TODO Placeholder test for library
+    assert True