From f790b4d925429326cf8db2ed2bf299d17cf5d04f Mon Sep 17 00:00:00 2001
From: AdamOsiowy123 <adaosi@st.amu.edu.pl>
Date: Sun, 15 May 2022 22:42:16 +0200
Subject: [PATCH] mlflow fix

---
 Dockerfile                   | 3 ++-
 Jenkins/Jenkinsfile.training | 3 ++-
 MLproject                    | 1 +
 3 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 579bad4..75a05b3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -8,4 +8,5 @@ WORKDIR /code
 COPY . /code/
 
 RUN python3 -m pip install -r requirements.txt
-RUN mkdir /.kaggle && chmod o+w /.kaggle
\ No newline at end of file
+RUN mkdir /.kaggle && chmod o+w /.kaggle
+RUN mkdir /mlruns && chmod o+w /mlruns
\ No newline at end of file
diff --git a/Jenkins/Jenkinsfile.training b/Jenkins/Jenkinsfile.training
index 73a71fc..f8493e1 100644
--- a/Jenkins/Jenkinsfile.training
+++ b/Jenkins/Jenkinsfile.training
@@ -1,7 +1,7 @@
 node {
     checkout scm
     try {
-        docker.image('s444452/ium:1.4').inside {
+        docker.image('s444452/ium:1.4').inside('-v /mlruns:/mlruns') {
         stage('Preparation') {
             properties([
                 pipelineTriggers([upstream(threshold: hudson.model.Result.SUCCESS, upstreamProjects: "s444452-create-dataset")]),
@@ -47,6 +47,7 @@ node {
         stage('Archive artifacts') {
             archiveArtifacts "model/neural_net"
             archiveArtifacts "my_runs/**"
+            archiveArtifacts "mlruns/**"
         }
         }
     } catch (e) {
diff --git a/MLproject b/MLproject
index dca117f..5714410 100644
--- a/MLproject
+++ b/MLproject
@@ -2,6 +2,7 @@ name: s444452_fake_job_classification
 
 docker_env:
     image: s444452/ium:1.4
+    volumes: ["/tmp/mlruns:/mlruns:rw"]
 
 entry_points:
     train: