From ed04979b714600b636293f7a1ce66e79883f0610 Mon Sep 17 00:00:00 2001
From: quandanrepo <45804868+quandanrepo@users.noreply.github.com>
Date: Sat, 19 Aug 2023 15:07:14 +0100
Subject: [PATCH 1/3] Update cml.yml

---
 .github/workflows/cml.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/cml.yml b/.github/workflows/cml.yml
index b9bed6e5..a6c57ca1 100644
--- a/.github/workflows/cml.yml
+++ b/.github/workflows/cml.yml
@@ -27,7 +27,7 @@ jobs:
           echo "## Residuals plot from model" >> report.md
           plot_location=$(find . -maxdepth 10 -name "residuals.png")
           echo $plot_location
-          echo "![](${plot_location})" >> report.md
+          echo "![]($plot_location)" >> report.md
 
           cml comment create report.md
           

From e1209015bdad6eb6512bd7ee4255a934c1f16e53 Mon Sep 17 00:00:00 2001
From: quandanrepo <45804868+quandanrepo@users.noreply.github.com>
Date: Sat, 19 Aug 2023 15:16:19 +0100
Subject: [PATCH 2/3] Update cml.yml

---
 .github/workflows/cml.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/cml.yml b/.github/workflows/cml.yml
index a6c57ca1..dde3771a 100644
--- a/.github/workflows/cml.yml
+++ b/.github/workflows/cml.yml
@@ -27,7 +27,8 @@ jobs:
           echo "## Residuals plot from model" >> report.md
           plot_location=$(find . -maxdepth 10 -name "residuals.png")
           echo $plot_location
-          echo "![]($plot_location)" >> report.md
+          # echo "![]($plot_location)" >> report.md
+          cml publish $plot_location --md >> report.md
 
           cml comment create report.md
           

From 67d884c7b30c97dcf678fffd4a42aa2bff42ce67 Mon Sep 17 00:00:00 2001
From: quandanrepo <45804868+quandanrepo@users.noreply.github.com>
Date: Sat, 19 Aug 2023 15:30:32 +0100
Subject: [PATCH 3/3] Update cml.yml

---
 .github/workflows/cml.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/cml.yml b/.github/workflows/cml.yml
index dde3771a..87e6a167 100644
--- a/.github/workflows/cml.yml
+++ b/.github/workflows/cml.yml
@@ -25,10 +25,10 @@ jobs:
           cat model_registry.csv >> report.md
 
           echo "## Residuals plot from model" >> report.md
-          plot_location=$(find . -maxdepth 10 -name "residuals.png")
-          echo $plot_location
-          # echo "![]($plot_location)" >> report.md
-          cml publish $plot_location --md >> report.md
+          metrics_location=$(find . -maxdepth 10 -name "metrics")
+          echo $metrics_location
+          cd $metric_location
+          echo "![](./residuals.png)" >> report.md
 
           cml comment create report.md