cutoff

Jenkinsfile

@@ -12,6 +12,12 @@ pipeline {
          description: 'Kaggle token',
          name: 'KAGGLE_KEY'
       )
+      string(
+         defaultValue: '1',
+         description: 'Cutoff',
+         name: 'CUTOFF',
+         trim: false
+      )
    }
    stages {
       stage('Checkout') {
@@ -26,11 +32,11 @@ pipeline {
       stage('Script') {
          steps {
             script {
-               withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
+               withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}", "CUTOFF=${params.CUTOFF}"]) {
                   sh 'echo KAGGLE_USERNAME: $KAGGLE_USERNAME'
                   sh 'kaggle datasets list'
-                  sh './download.sh'
+                  sh './download.sh $CUTOFF > ./script_logs.txt'
-
+                  archiveArtifacts artifacts: 'car_prices.csv.dev, car_prices.csv.test, car_prices.csv.train', followSymlinks: false
                }
             }
          }

Jenkinsfile2

@@ -1,53 +0,0 @@
-pipeline {
-   agent any
-    
-    parameters {
-        string(
-            defaultValue: 'heatedboss2',
-            description: 'Kaggle username',
-            name: 'KAGGLE_USERNAME',
-            trim: false
-        )
-        password(
-            defaultValue: '',
-            description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/kaggle-api#api-credentials',
-            name: 'KAGGLE_KEY'
-        )
-    string(
-            defaultValue: '1',
-            description: 'Cutoff lines',
-            name: 'CUTOFF'
-        )
-    }
-    environment {
-        KAGGLE_USERNAME="$params.KAGGLE_USERNAME"
-        KAGGLE_KEY="$params.KAGGLE_KEY"
-    }
-
-   stages {
-      stage('Checkout') {
-         steps {
-            checkout([$class: 'GitSCM', branches: [
-               [name: '*/master']
-            ], extensions: [], userRemoteConfigs: [
-               [credentialsId: '8b8d54ee-f03c-4980-90b1-959faa97082b', url: 'https://git.wmi.amu.edu.pl/s444507/ium_444507.git']
-            ]])
-         }
-      }
-
-    stage('Script'){
-        steps {
-            script {
-                    withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
-                             "KAGGLE_KEY=${params.KAGGLE_KEY}" ]) {
-                        sh 'export KAGGLE_USERNAME=${params.KAGGLE_USERNAME}'
-                        sh 'export KAGGLE_KEY=${params.KAGGLE_KEY}'
-                        sh 'echo KAGGLE_USERNAME: $KAGGLE_USERNAME'
-                        sh 'kaggle datasets list'
-                        }
-                    }
-            sh './download.sh'
-        }
-    }
-    }
-}

download.sh

@@ -1,2 +1,37 @@
+#!/bin/bash
+
 echo 'Downloading Dataset'
-kaggle datasets download -d aleksandrglotov/car-prices-poland
+kaggle datasets download -d aleksandrglotov/car-prices-poland
+echo 'Dataset downloaded'
+
+echo 'Unzippig Dataset'
+unzip -o car-prices-poland.zip
+echo 'Dataset unzipped'
+
+len=$(cat ./Car_Prices_Poland_Kaggle.csv | wc -l)
+echo 'Initial dataset count:' $len
+
+echo 'CUTOFF VALUE: ' $1
+
+echo 'Skip first header row and shuffle'
+# example in materials don't work (head -n -1)
+tail -n +2 Car_Prices_Poland_Kaggle.csv | shuf | head -n $1 > ./Car_Prices_Poland_Kaggle_shuf.csv
+echo 'Shuffled'
+
+len=$(cat ./Car_Prices_Poland_Kaggle_shuf.csv | wc -l)
+echo 'Dataset count after cutoff:' $len
+len1=$(($len/6))
+len2=$(($len1*2+1))
+echo 'len: '$len
+echo 'len1: '$len1
+echo 'len2: '$len2
+
+echo 'Divide and save to files'
+head -n $len1 Car_Prices_Poland_Kaggle_shuf.csv> car_prices.csv.test
+head -n $len1 Car_Prices_Poland_Kaggle_shuf.csv| tail -n $len1 > car_prices.csv.dev
+tail -n +$len2 Car_Prices_Poland_Kaggle_shuf.csv> car_prices.csv.train
+rm ./Car_Prices_Poland_Kaggle_shuf.csv
+
+echo 'Divided datasets count'
+wc -l car_prices.csv.*
+

test.sh

@@ -1 +0,0 @@
-echo 'Downloading Dataset'