adding in MC template + parsing

app.py

@@ -1,41 +1,47 @@
 # %%
+from jinja2 import Environment, FileSystemLoader
 import pandas as pd
 import gradio as gr
 
 df = pd.read_csv("./data.csv")
 
+def parse_into_jinja_markdown(model_name, performance,accuracy,Precision, Recall, Robustness, Fairness, Failure_Clusters ):
+    env = Environment(loader=FileSystemLoader('.'), autoescape=True)
+    temp = env.get_template('mc_template.md')
+    return( temp.render(model_id =model_name, accuracy=accuracy,Precision=Precision,Recall=Recall,Robustness=Robustness,Fairness=Fairness,Performance =performance, Failure_Cluster=Failure_Clusters))
 
 def md_builder(model, dataset, displayed_metrics):
     row = df[df["friendly_name"] == model]
-    str = (
-        f"## <span style='font-size: 16px;'>🚧 Performance and safety of <code style='font-weight: 400'>{model}</code></span>\n"
-        f"On dataset `{dataset}`\n"
-    )
+    str = ""
+       ## f"# <span style='font-size: 16px;'> Model Card for <code style='font-weight: 400'>{model}</code></span>\n"
+        ##f"On dataset `{dataset}`\n"
+        
+   ## )
 
     if "Performance" in displayed_metrics:
-        str += f"\nPerformance: `{row['performance'].values[0]}`"
+        perform_val = f"\nPerformance: `{row['performance'].values[0]}`"
 
     if "Accuracy" in displayed_metrics:
-        str += f"\nAccuracy: `{row['accuracy'].values[0]}`"
+        accuracy_val= f"\nAccuracy: `{row['accuracy'].values[0]}`"
 
     if "Precision" in displayed_metrics:
-        str += f"\nPrecision: `{row['precision_weighted'].values[0]}`"
+        precision_val= f"\nPrecision: `{row['precision_weighted'].values[0]}`"
 
     if "Recall" in displayed_metrics:
-        str += f"\nRecall: `{row['recall_weighted'].values[0]}`"
+        recall_val= f"\nRecall: `{row['recall_weighted'].values[0]}`"
 
     if "Robustness" in displayed_metrics:
-        str += f"\nRobustness: `{100-row['robustness'].values[0]}`"
+        robustness_val = f"\nRobustness: `{100-row['robustness'].values[0]}`"
 
     if "Fairness" in displayed_metrics:
-        str += f"\nFairness: `{0}`"
+        fairness_val = f"\nFairness: `{0}`"
 
     if "Failure Clusters" in displayed_metrics:
         cl_count = row['cluster_count'].values[0]
-        str += f"\n<details><summary>Top failures: <code>{row['top_failure_cluster'].values[0]}</code> (+{cl_count - 1} others)</summary>(details for all {cl_count} clusters)</details>"
+        fail_cluster = f"\nTop failures: {row['top_failure_cluster'].values[0]}(+{cl_count - 1} others)(details for all {cl_count} clusters)"
 
     str += "\n<div style='text-align: right'>⛶ Expand safety card</div>"
-
+    str = parse_into_jinja_markdown(model,perform_val,accuracy_val,precision_val,recall_val,robustness_val,fairness_val,fail_cluster)
     return str