buffers for kit prechecks

This commit is contained in:
Pritimay Sarkar
2023-10-26 00:13:25 +05:30
parent 4cd7035e21
commit e7b847ea8b

49
scripts/buffers.py Normal file
View File

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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())