From 315223d19909ff78e50c028ac3da745070d6662d Mon Sep 17 00:00:00 2001
From: s464962 <krzrac1@st.amu.edu.pl>
Date: Tue, 28 May 2024 23:09:18 +0200
Subject: [PATCH] IUM_10

---
 .dvc/.gitignore         |  3 +++
 .dvc/config             |  4 ++++
 .dvcignore              |  3 +++
 data/car_prices.csv.dvc |  5 +++++
 dvc.yaml                | 27 +++++++++++++++++++++++++++
 5 files changed, 42 insertions(+)
 create mode 100644 .dvc/.gitignore
 create mode 100644 .dvc/config
 create mode 100644 .dvcignore
 create mode 100644 data/car_prices.csv.dvc
 create mode 100644 dvc.yaml

diff --git a/.dvc/.gitignore b/.dvc/.gitignore
new file mode 100644
index 0000000..69f937a
--- /dev/null
+++ b/.dvc/.gitignore
@@ -0,0 +1,3 @@
+/config.local
+/tmp
+/cache
diff --git a/.dvc/config b/.dvc/config
new file mode 100644
index 0000000..3a7ae37
--- /dev/null
+++ 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
\ No newline at end of file
diff --git a/.dvcignore b/.dvcignore
new file mode 100644
index 0000000..2ccdbc9
--- /dev/null
+++ b/.dvcignore
@@ -0,0 +1,3 @@
+# Add patterns of files dvc should ignore, which could improve
+# the performance. Learn more at
+# https://dvc.org/doc/user-guide/dvcignore
diff --git a/data/car_prices.csv.dvc b/data/car_prices.csv.dvc
new file mode 100644
index 0000000..b2da8f4
--- /dev/null
+++ b/data/car_prices.csv.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: e600483fd4125216e9bfdc962f26565f
+  size: 88047552
+  hash: md5
+  path: car_prices.csv
diff --git a/dvc.yaml b/dvc.yaml
new file mode 100644
index 0000000..654b69d
--- /dev/null
+++ b/dvc.yaml
@@ -0,0 +1,27 @@
+stages:
+  download:
+    cmd: bash create-dataset.sh 10000
+    deps:
+      - create-dataset.sh
+    outs:
+      - data/car_prices.csv
+      - data/car_prices_test.csv
+      - data/car_prices_dev.csv
+      - data/car_prices_train.csv
+
+  train:
+    cmd: python model.py
+    deps:
+      - model.py
+      - data/car_prices_train.csv
+    outs:
+      - car_prices_predict_model.h5
+
+  predict:
+    cmd: python predict.py
+    deps:
+      - predict.py
+      - data/car_prices_test.csv
+      - car_prices_predict_model.h5
+    outs:
+      - predicted_selling_prices.csv