Files
hpos-data/scripts/diagnostics.py
Pritimay Sarkar f5ebfb3f1c diagnositics
2023-11-03 16:17:47 +05:30

46 lines
1.3 KiB
Python

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
cred = credentials.Certificate(os.getcwd() + '/' + 'keys/hpos-prod-firebase-adminsdk.json') # Replace with your own service account key path
firebase_admin.initialize_app(cred)
db = firestore.client()
start_date = sys.argv[1]
end_date = sys.argv[2]
buffers_collection = db.collection("diagnostics").where(filter=FieldFilter("runTime", ">=", start_date)).where(filter=FieldFilter("runTime", "<", end_date))
docs = buffers_collection.stream()
data = []
for doc in docs:
doc_data = doc.to_dict()
data.append(doc_data)
df = pd.DataFrame(data)
print(df)
print(df.size)
# print("duplicates", len(df['_id']) - len(df['_id'].drop_duplicates()))
output_filename = f'diagnostics_{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}'")
firebase_admin.delete_app(firebase_admin.get_app())