Harness eval: Add is_last parameter and fix logical operator in highlight_vals (#10192)

* Add is_last parameter and fix logical operator in highlight_vals

* Add script to update HTML files in parent folder

* Add running update_html_in_parent_folder.py in summarize step

* Add licence info

* Remove update_html_in_parent_folder.py in Summarize the results for pull request

.github/workflows/llm-harness-evaluation.yml

@@ -305,6 +305,7 @@ jobs:
           pip install pandas==1.5.3
           python ${{ github.workspace }}/python/llm/dev/benchmark/harness/make_table_and_csv.py ${{ env.NIGHTLY_FOLDER}}/${{ env.OUTPUT_PATH }} ${{ env.NIGHTLY_FOLDER}}
           python ${{ github.workspace }}/python/llm/dev/benchmark/harness/harness_csv_to_html.py -f ${{ env.NIGHTLY_FOLDER}}
+          python ${{ github.workspace }}/python/llm/dev/benchmark/harness/update_html_in_parent_folder.py -f ${{ env.NIGHTLY_FOLDER }}
 
       - name: Summarize the results for pull request
         if: github.event_name == 'pull_request'

python/llm/dev/benchmark/harness/harness_csv_to_html.py

@@ -21,13 +21,13 @@ import sys
 import argparse
 import pandas as pd
 
-def highlight_vals(val, max=3.0, color1='red', color2='green', color3='yellow'):
+def highlight_vals(val, max=3.0, color1='red', color2='green', color3='yellow', is_last=False):
     if isinstance(val, float):
         if val > max:
             return 'background-color: %s' % color2
         elif val <= -max:
             return 'background-color: %s' % color1
-        elif val != 0.0:
+        elif val != 0.0 and is_last:
             return 'background-color: %s' % color3
     else:
         return ''
@@ -194,9 +194,9 @@ def main():
 
         latest_csv.drop('Index', axis=1, inplace=True)
 
-        styled_df = latest_csv.style.format(columns).applymap(lambda val: highlight_vals(val, max=3.0, color1='red', color2='green'), subset=subset1)
+        styled_df = latest_csv.style.format(columns).applymap(lambda val: highlight_vals(val, max=3.0, is_last=True), subset=subset1)
         for task in ['Arc', 'TruthfulQA', 'Winogrande']:
-            styled_df = styled_df.applymap(lambda val: highlight_vals(val, max=highlight_threshold, color1='red', color2='green'), subset=[f'{task}_diff_FP16(%)'])
+            styled_df = styled_df.applymap(lambda val: highlight_vals(val, max=highlight_threshold, is_last=False), subset=[f'{task}_diff_FP16(%)'])
         
         # add css style to restrict width and wrap text
         styled_df.set_table_styles([{

python/llm/dev/benchmark/harness/update_html_in_parent_folder.py

@@ -0,0 +1,49 @@
+#
+# Copyright 2016 The BigDL Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+# Python program to update Html in parent folder
+
+import os
+import shutil
+import argparse
+from pathlib import Path
+
+def update_html_in_parent_folder(folder_path):
+    # Get parent folder
+    parent_folder = Path(folder_path).parent
+
+    # List all html files under parent folder and delete them
+    for html_file in parent_folder.glob('*.html'):
+        html_file.unlink()
+
+    # Find latest html file under folder_path
+    latest_html_file = max(Path(folder_path).glob('*.html'), key=os.path.getctime, default=None)
+
+    # Copy the latest html file to parent folder
+    if latest_html_file is not None:
+        shutil.copy(latest_html_file, parent_folder)
+    
+    print(latest_html_file.name)
+
+def main():
+    parser = argparse.ArgumentParser(description="Update HTML in parent folder.")
+    parser.add_argument("-f", "--folder", type=str, help="Path to the folder")
+    args = parser.parse_args()
+
+    update_html_in_parent_folder(args.folder)
+
+if __name__ == "__main__":
+    main()