(20251122) Reformatted the muster roll data to return only unique combinations to reduce the load on the frontend.

cosec_web/cosec_web.py

@@ -47,6 +47,7 @@ import datetime
 import pandas as pd
 
 # My utils:
+from utils_v2.string import json
 from utils_v2.system import files
 from utils_v2.system import pfinfo
 
@@ -1247,17 +1248,26 @@ if __name__ == "__main__":
     # )
     #
     # Convert the Muster Roll to a Pandas DF:
-    muster_roll_path = r"D:\kps\PycharmProjects\cosec\downloads\Monthly_Details.xls"
+    muster_roll_path = r"D:\kps\PycharmProjects\cosec\cosec_web\sample_files\muster_roll.xls"
     muster_roll_df = CosecWeb.read_muster_roll_xls(muster_roll_path)
     muster_roll_df = muster_roll_df[[
         "User ID", "User Name", "Category Name",
         "Grade Name", "Branch Name", "Department Name",
         "Direct Reporting", "Level-1"
     ]]
-    muster_roll_df = muster_roll_df[:35]
-    print(muster_roll_df.to_string())
-    print("\n\n---\n\n")
-    print(muster_roll_df.info())
+    muster_roll_df = muster_roll_df[:20]
+    # print(muster_roll_df.to_string())
+    # print("\n\n---\n\n")
+    # print(muster_roll_df.info())
+    unique_branches = muster_roll_df["Branch Name"].unique().tolist()
+    unique_depts = muster_roll_df[["Branch Name", "Department Name"]].drop_duplicates().to_dict(orient = "records")
+    unique_reportees = muster_roll_df[["Branch Name", "Department Name", "Direct Reporting"]].drop_duplicates().to_dict(orient = "records")
+    unique_combos = {
+        "Branch Name": unique_branches,
+        "Department Name": unique_depts,
+        "Direct Reporting": unique_reportees
+    }
+    print("UNIQUE COMBOS:", json.to_string(unique_combos))
 
     # # Log out to end the cycle:
     # cosec.logout()