combine user test

scripts/combine_users_test.py

@@ -0,0 +1,55 @@
+import os
+import firebase_admin
+from firebase_admin import credentials
+from firebase_admin import firestore
+from google.cloud.firestore_v1.base_query import FieldFilter
+import pandas as pd
+import datetime
+import sys
+
+cred = credentials.Certificate(os.getcwd() + '/' + 'keys/hpos-prod-firebase-adminsdk.json')
+firebase_admin.initialize_app(cred)
+
+db = firestore.client()
+
+patient_collection = db.collection("patientData")
+test_collection = db.collection("testData")
+start_date = sys.argv[1] # '2023-01-12'
+end_date = sys.argv[2] #'2023-07-16'
+
+query = patient_collection.where(filter=FieldFilter("createdAt", ">=", start_date)).where(filter=FieldFilter("createdAt", "<", end_date))
+patient_docs = query.stream()
+
+data = []
+for patient_doc in patient_docs:
+    patient_data = patient_doc.to_dict()
+    patient_id = patient_data["_id"]
+
+    test_docs = test_collection.where("_id", "==", patient_id).stream()
+
+    for test_doc in test_docs:
+        test_data = test_doc.to_dict()
+
+        combined_data = {**patient_data, **test_data}
+
+        for key, value in combined_data.items():
+            if value == "" and key in patient_data:
+                combined_data[key] = patient_data[key]
+
+        data.append(combined_data)
+    data.append(patient_data)
+
+df = pd.DataFrame(data)
+print(df)
+print(df.size)
+
+output_filename = "users_test_data.csv"
+df.to_csv(output_filename, index=False)
+
+downloads_dir = os.path.join(os.path.expanduser("~"), "Downloads")
+output_path = os.path.join(downloads_dir, output_filename)
+df.to_csv(output_path, index=False)
+
+print(f"Data saved to '{output_path}'")
+
+firebase_admin.delete_app(firebase_admin.get_app())