average incubation time

scripts/incubation.py

@@ -0,0 +1,46 @@
+import firebase_admin
+from firebase_admin import firestore
+import os
+from datetime import datetime, date, timedelta
+from google.cloud.firestore_v1.base_query import FieldFilter
+
+if __name__ == "__main__":
+
+    file_path = os.getcwd() + '/keys' + '/hpos-prod-firebase-adminsdk-bionp-3c041b2300.json'
+    cred = firebase_admin.credentials.Certificate(fr'{file_path}')
+
+    firebase_admin.initialize_app(cred)
+
+    db = firestore.client()
+
+    registrations = db.collection("patientData").where(filter = FieldFilter("createdAt", ">", str(date.today()))).stream()
+    hpos_tests = db.collection("testData").stream()
+
+    # print([doc.to_dict() for doc in patient_collection.stream()])
+
+    total_deta = timedelta(minutes=0)
+    total_count = 0
+    for registration in registrations:
+        registration_dic = registration.to_dict()
+        # print(registration_dic["_id"])
+        # hpos_test = filter(lambda x: x.to_dict()["_id"] != registration_dic["_id"], hpos_tests)
+        # print(list(hpos_test))
+
+        test_docs = db.collection("testData").where("_id", "==", registration_dic["_id"]).stream()
+
+        for test_doc in test_docs:
+            test_data = test_doc.to_dict()
+
+            # Combine the data from both collections into a single dictionary
+            combined_data = {**registration_dic, **test_data}
+
+            start_time = combined_data["incubationTime"]
+            end_time = combined_data["testTime"]
+            delta = datetime.strptime(end_time, "%Y-%m-%d %H:%M:%S") - datetime.strptime(start_time, "%Y-%m-%d %H:%M:%S")
+            total_deta = total_deta + delta
+            total_count = total_count + 1
+            print(combined_data['_id'], combined_data["incubationTime"], combined_data["testTime"], delta)
+
+    print("tests count", total_count)
+    print("incubation avg:", total_deta / total_count)
+    firebase_admin.delete_app(firebase_admin.get_app())