diff --git a/scripts/buffers.py b/scripts/buffers.py new file mode 100644 index 0000000..5c84917 --- /dev/null +++ b/scripts/buffers.py @@ -0,0 +1,49 @@ +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 +from datetime import datetime +import sys + +# Initialize Firebase Admin SDK +cred = credentials.Certificate(os.getcwd() + '/' + 'keys/hpos-prod-firebase-adminsdk.json') # Replace with your own service account key path +firebase_admin.initialize_app(cred) + +# Get a reference to the Firestore database +db = firestore.client() + +# Specify the collections +buffers_collection = db.collection("buffers") +docs = buffers_collection.stream() + +# Prepare data to store in CSV +data = [] +for doc in docs: + doc_data = doc.to_dict() + + data.append(doc_data) + +# Convert the data to a DataFrame +df = pd.DataFrame(data) +print(df) +print(df.size) + +# print("duplicates", len(df['_id']) - len(df['_id'].drop_duplicates())) + +# Save the DataFrame to a CSV file +output_filename = f'buffers_{datetime.today().strftime("%d_%m_%Y_%H_%M")}.xlsx' + +downloads_dir = os.path.join(os.path.expanduser("~"), "Downloads") +output_path = os.path.join(downloads_dir, output_filename) +writer = pd.ExcelWriter(output_path, engine = 'openpyxl') +df.to_excel(writer, sheet_name = 'data', index=False) +# df_count.to_excel(writer, sheet_name = "count") +writer.close() + +print(f"Data saved to '{output_path}'") + +# Close the Firebase Admin SDK +firebase_admin.delete_app(firebase_admin.get_app()) +