build

scripts/core/handlers/json_concat.py

+import json
+
+import pandas as pd
+
+
+def json_merge():
+    try:
+        data = pd.read_csv("C:/Users/rakesh.pv/PycharmProjects/pythonProject1/scripts/temp/task3.csv")
+        split_one = data[["Timestamp", "kWh"]]
+        split_two = data[["Timestamp", "kVA"]]
+        merge_data = pd.merge(split_one, split_two, on="Timestamp")
+        body = {"merge file based on Timestamp ": merge_data.to_dict(orient='records')}
+        with open("C:/Users/rakesh.pv/PycharmProjects/pythonProject1/scripts/temp/task3.csv", 'w') as f:
+            json.dump(body, f, indent=4)
+    except Exception as e:
+        print(str(e))

scripts/core/handlers/json_parser.py

-import  json
+import json
+
+import pandas as pd
+
+
+def json_parsing():
+    try:
+        data = pd.read_csv("C:/Users/rakesh.pv/PycharmProjects/pythonProject1/scripts/temp/task3.csv")
+
+        first_ten_rows = data.iloc[:10]
+
+        last_ten_rows = data.iloc[-10:]
+
+        dataframe = pd.concat([first_ten_rows, last_ten_rows], axis=0, ignore_index=True)
+        #
+        dataframe['Timestamp'] = dataframe["Timestamp"].apply(lambda x: pd.to_datetime(x)
+                                                              .strftime('%Y-%m-%d %H:%M:%S'))
+        print(dataframe)
+        # convert dataframe into JSON file
+        header = list(dataframe.columns)
+        keys = ['column1', 'column2', 'column2', 'column3', 'column5', 'column6']
+        body = {"body": dataframe.to_dict(orient='records')}
+        json_header = {'header': dict(zip(keys, header))}
+        json_dict = {**json_header, **body}
+
+        with open("C:/Users/rakesh.pv/PycharmProjects/pythonProject1/scripts/temp/task3.xlsx", 'w') as data:
+            json.dump(json_dict, data, indent=4)
+    except Exception as e:
+        print(str(e))
+
+
+

scripts/core/services/app.py

+from scripts.core.handlers.json_concat import json_merge
+from scripts.core.handlers.json_parser import json_parsing
 
+choice = int(input(
+    "JSON operations \n1.json Parsing \n2.json merging \n3.melting data\n4.concat pivot\nChoose your choice\n"))
+if choice == 1:
+    json_parsing()
 
-choice=int(input("JSON operations \n1.json Parsing \n2.json melting \n3.melting data\n4.concat two data items\nChoose your choice\n"))
-if choice==1:
+elif choice == 2:
+    json_merge()
+elif choice == 3:
     print()
-elif choice==2:
-    print()
-elif choice==3:
-    print()
-elif choice==4:
+elif choice == 4:
     print()
 else:
     print(" invalid option given")
-