From 29d880e55e901fd5c847464392eec95ea98bc0df Mon Sep 17 00:00:00 2001
From: Kristian Tanggaard <kta@danskecommodities.com>
Date: Mon, 15 Nov 2021 10:09:38 +0100
Subject: [PATCH 1/4] modify forest depth

---
 .github/workflows/cml.yaml | 18 ++++++++++++++++++
 .gitignore                 |  2 ++
 train.py                   |  2 +-
 3 files changed, 21 insertions(+), 1 deletion(-)
 create mode 100644 .github/workflows/cml.yaml
 create mode 100644 .gitignore

diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
new file mode 100644
index 000000000..813e4b0d9
--- /dev/null
+++ b/.github/workflows/cml.yaml
@@ -0,0 +1,18 @@
+name: CML
+on: [push]
+jobs:
+  run:
+     runs-on: ubuntu-latest
+     container: docker://ghcr.io/iterative/cml:0-dvc2-base1
+     steps:
+        - uses: actions/checkout@v2
+        - name: Train model
+           env:
+              REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+           run: |
+              pip install -r requirements.txt
+              python train.py
+
+              cat metrics.txt >> report.md
+              cml publish confusion_matrix.png --md >> report.md
+              cml send-comment report.md
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 000000000..df309478b
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+
+.idea/
diff --git a/train.py b/train.py
index f7ea25d3a..b7ae23ad0 100644
--- a/train.py
+++ b/train.py
@@ -13,7 +13,7 @@
 
 
 # Fit a model
-depth = 2
+depth = 5
 clf = RandomForestClassifier(max_depth=depth)
 clf.fit(X_train,y_train)
 

From c75ab8f3ee6f2df0bb2f2d5add67bb3d409f0923 Mon Sep 17 00:00:00 2001
From: Kristian Tanggaard <kta@danskecommodities.com>
Date: Mon, 15 Nov 2021 10:32:58 +0100
Subject: [PATCH 2/4] Change depth

---
 train.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/train.py b/train.py
index b7ae23ad0..1df8d7f9a 100644
--- a/train.py
+++ b/train.py
@@ -13,7 +13,7 @@
 
 
 # Fit a model
-depth = 5
+depth = 6
 clf = RandomForestClassifier(max_depth=depth)
 clf.fit(X_train,y_train)
 

From 4fd200ca1886a8d40570bc9731579f3171491c8f Mon Sep 17 00:00:00 2001
From: Kristian Tanggaard <kta@danskecommodities.com>
Date: Mon, 15 Nov 2021 10:39:24 +0100
Subject: [PATCH 3/4] fix typo

---
 .github/workflows/cml.yaml | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
index 813e4b0d9..108966a32 100644
--- a/.github/workflows/cml.yaml
+++ b/.github/workflows/cml.yaml
@@ -7,12 +7,12 @@ jobs:
      steps:
         - uses: actions/checkout@v2
         - name: Train model
-           env:
-              REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-           run: |
-              pip install -r requirements.txt
-              python train.py
+        env:
+           REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+           pip install -r requirements.txt
+           python train.py
 
-              cat metrics.txt >> report.md
-              cml publish confusion_matrix.png --md >> report.md
-              cml send-comment report.md
\ No newline at end of file
+           cat metrics.txt >> report.md
+           cml publish confusion_matrix.png --md >> report.md
+           cml send-comment report.md
\ No newline at end of file

From 9507f51e33c8962958383793fda1ee25a0dacf27 Mon Sep 17 00:00:00 2001
From: Kristian Tanggaard <kta@danskecommodities.com>
Date: Mon, 15 Nov 2021 10:40:18 +0100
Subject: [PATCH 4/4] fix typo

---
 .github/workflows/cml.yaml | 25 +++++++++++++------------
 1 file changed, 13 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
index 108966a32..a50b43f35 100644
--- a/.github/workflows/cml.yaml
+++ b/.github/workflows/cml.yaml
@@ -1,18 +1,19 @@
-name: CML
+name: model-training
 on: [push]
 jobs:
   run:
-     runs-on: ubuntu-latest
-     container: docker://ghcr.io/iterative/cml:0-dvc2-base1
-     steps:
-        - uses: actions/checkout@v2
-        - name: Train model
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+      - uses: iterative/setup-cml@v1
+      - name: Train model
         env:
-           REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-           pip install -r requirements.txt
-           python train.py
+          pip install -r requirements.txt
+          python train.py
 
-           cat metrics.txt >> report.md
-           cml publish confusion_matrix.png --md >> report.md
-           cml send-comment report.md
\ No newline at end of file
+          cat metrics.txt >> report.md
+          cml-publish confusion_matrix.png --md >> report.md
+          cml-send-comment report.md
\ No newline at end of file