From 447cfdf834efee549dbc77798fadf229d8d971a1 Mon Sep 17 00:00:00 2001
From: s444501 <krywas@st.amu.edu.pl>
Date: Sat, 4 Jun 2022 19:58:41 +0200
Subject: [PATCH] dvc

---
 .dvc/config     |  4 ++++
 .gitignore      |  1 +
 dvc.Jenkinsfile | 26 ++++++++++++++++++++++++++
 dvc.yaml        |  9 +++++++++
 4 files changed, 40 insertions(+)
 create mode 100644 dvc.Jenkinsfile
 create mode 100644 dvc.yaml

diff --git a/.dvc/config b/.dvc/config
index e69de29..ce375a8 100644
--- a/.dvc/config
+++ b/.dvc/config
@@ -0,0 +1,4 @@
+[core]
+    remote = ium_ssh_remote
+['remote "ium_ssh_remote"']
+    url = ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl
diff --git a/.gitignore b/.gitignore
index 92bead5..04423d2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
 /d_train.csv
 /d_test.csv
 /d_dev.csv
+/neural_network_prediction_results.csv
diff --git a/dvc.Jenkinsfile b/dvc.Jenkinsfile
new file mode 100644
index 0000000..82f570c
--- /dev/null
+++ b/dvc.Jenkinsfile
@@ -0,0 +1,26 @@
+pipeline {
+    agent {
+	    docker {image 'zadanie'}
+	}
+
+    stages {
+
+		stage('Check out from version control') {
+			steps {
+				checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's444501', url: 'https://git.wmi.amu.edu.pl/s444501/ium_444501.git']]])
+			}
+		}
+
+        stage('DVC') {
+            steps {
+                withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) {
+				    sh 'dvc remote add -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl/ium-sftp'
+                    sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
+                    sh 'dvc pull'
+                    sh 'dvc reproduce'
+				}
+			}
+		}
+
+	}
+}
\ No newline at end of file
diff --git a/dvc.yaml b/dvc.yaml
new file mode 100644
index 0000000..1dbc1d3
--- /dev/null
+++ b/dvc.yaml
@@ -0,0 +1,9 @@
+stages:
+  train:
+    cmd: python biblioteki_ml.py 100
+    deps:
+    - d_train.csv
+    - d_test.csv
+    - d_dev.csv
+  evaluate:
+    cmd: python eval.py