From ada269af4871972d6eca21df4d32bf43ab1dfdfe Mon Sep 17 00:00:00 2001 From: Pritimay Sarkar Date: Sun, 10 Dec 2023 13:54:26 +0530 Subject: [PATCH] combine user test --- scripts/combine_users_test.py | 55 +++++++++++++++++++++++++++++++++++ 1 file changed, 55 insertions(+) create mode 100644 scripts/combine_users_test.py diff --git a/scripts/combine_users_test.py b/scripts/combine_users_test.py new file mode 100644 index 0000000..0d85868 --- /dev/null +++ b/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())